diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..40da78453836234a66d0b027b6405edbdb017079
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16505, "bytes_utf8": 16505, "lines": 616, "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": 17559, "cached_input_tokens": 12032, "output_tokens": 399, "reasoning_output_tokens": 276}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..4a56ce39ef979d65fd69e066c839497d4c603876
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_078e526f2b70fa10",
+    "api_calls": 0,
+    "input_tokens": 17559,
+    "cached_input_tokens": 12032,
+    "output_tokens": 399,
+    "total_tokens": 17958,
+    "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": 9777.31,
+    "sql_execution_elapsed_ms_total": 20.36,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/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_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f63c0c41b1e01fb2c84c2f70486fe43b40162eb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/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": "2026-05-19T15:38:21.596202+00:00",
+  "ended_at": "2026-05-19T15:38:31.373541+00:00",
+  "elapsed_ms": 9777.31,
+  "prompt_metrics": {
+    "chars": 16505,
+    "bytes_utf8": 16505,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 773,
+    "bytes_utf8": 773,
+    "lines": 4,
+    "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": 17559,
+      "cached_input_tokens": 12032,
+      "output_tokens": 399,
+      "reasoning_output_tokens": 276
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9966474a2406571d62843eb22478b626a058e92a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=b4.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "b4",
+    "predicate_col": "b1",
+    "predicate_op": "=",
+    "predicate_value": "b",
+    "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_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6a2a7e80b38d9e5396cf0c6a1be48d78d102efa6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e3-5924-77f0-ab37-ec79e15c0ec7"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"b4\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"b1\\\" = 'b'\\nGROUP BY \\\"a2\\\", \\\"b4\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the provided filtered two-dimensional group count template with fixed bindings: group_col=\\\"a2\\\", group_col_2=\\\"b4\\\", predicate_col=\\\"b1\\\", predicate_op=\\\"=\\\", predicate_value='b'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17559,"cached_input_tokens":12032,"output_tokens":399,"reasoning_output_tokens":276}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..04208dfaa91453012d685174f1a5d5de0e232572
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"b4\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nWHERE \"b1\" = 'b'\nGROUP BY \"a2\", \"b4\"\nORDER BY \"row_count\" DESC;","notes":"Applied the provided filtered two-dimensional group count template with fixed bindings: group_col=\"a2\", group_col_2=\"b4\", predicate_col=\"b1\", predicate_op=\"=\", predicate_value='b'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ea72c53644bb03afc1027e730c373d8a63c2fe58
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16506, "bytes_utf8": 16506, "lines": 616, "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": 334, "bytes_utf8": 334, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17559, "cached_input_tokens": 16768, "output_tokens": 290, "reasoning_output_tokens": 180}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..cfbbccb548cea6216274fbc0f11659fe41237790
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_0c029d9efcc60aaf",
+    "api_calls": 0,
+    "input_tokens": 17559,
+    "cached_input_tokens": 16768,
+    "output_tokens": 290,
+    "total_tokens": 17849,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10546.35,
+    "sql_execution_elapsed_ms_total": 32.82,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5260f18caa2d294377773c43e2991d0d3cbc73ce
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/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": "2026-05-19T15:39:43.590066+00:00",
+  "ended_at": "2026-05-19T15:39:54.136454+00:00",
+  "elapsed_ms": 10546.35,
+  "prompt_metrics": {
+    "chars": 16506,
+    "bytes_utf8": 16506,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 701,
+    "bytes_utf8": 701,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 334,
+      "bytes_utf8": 334,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17559,
+      "cached_input_tokens": 16768,
+      "output_tokens": 290,
+      "reasoning_output_tokens": 180
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0081ec32f3c178a6c7ae7ec420d65471d768684a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=c5.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "c5",
+    "predicate_col": "c2",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "top_k": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "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_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9645f8a1f533790b7e4f9a12ae5a37e44629a5a9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e4-9970-7b11-9ebe-2e0ec1850697"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"c5\\\", COUNT(*) AS row_count\\nFROM \\\"c11\\\"\\nWHERE \\\"c2\\\" = 'x'\\nGROUP BY \\\"a2\\\", \\\"c5\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the planned filtered two-dimensional group count template with group_col=\\\"a2\\\", group_col_2=\\\"c5\\\", and predicate \\\"c2\\\" = 'x'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17559,"cached_input_tokens":16768,"output_tokens":290,"reasoning_output_tokens":180}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..20d34c013508e390349dfcc658d9c891aee60280
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"c5\", COUNT(*) AS row_count\nFROM \"c11\"\nWHERE \"c2\" = 'x'\nGROUP BY \"a2\", \"c5\"\nORDER BY row_count DESC;","notes":"Applied the planned filtered two-dimensional group count template with group_col=\"a2\", group_col_2=\"c5\", and predicate \"c2\" = 'x'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4a7df1538cf11430c7db9b3e482dc58877068496
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/conversation.jsonl
@@ -0,0 +1,4 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16392, "bytes_utf8": 16392, "lines": 614, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "}
+{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 16392, "bytes_utf8": 16392, "lines": 614, "estimated_tokens": null}}
+{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17514, "cached_input_tokens": 16768, "output_tokens": 607, "reasoning_output_tokens": 494}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a04a983fd07f8353feeb373c95253c8d0396e65
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 2,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_0f21b2bd307463a4",
+    "api_calls": 0,
+    "input_tokens": 17514,
+    "cached_input_tokens": 16768,
+    "output_tokens": 607,
+    "total_tokens": 18121,
+    "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": 17553.84,
+    "sql_execution_elapsed_ms_total": 10.61,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/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_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..687d4b8d04b9b213bd0558bb8c0ebada576a1b3b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/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": "2026-05-19T15:53:30.843250+00:00",
+  "ended_at": "2026-05-19T15:53:34.264820+00:00",
+  "elapsed_ms": 3421.55,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 16392,
+    "bytes_utf8": 16392,
+    "lines": 614,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa33e0df76b3d60cbb6894475477e7f0ab01a62f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:53:35.267436+00:00",
+  "ended_at": "2026-05-19T15:53:49.399776+00:00",
+  "elapsed_ms": 14132.29,
+  "prompt_metrics": {
+    "chars": 16392,
+    "bytes_utf8": 16392,
+    "lines": 614,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 743,
+    "bytes_utf8": 743,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 387,
+      "bytes_utf8": 387,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17514,
+      "cached_input_tokens": 16768,
+      "output_tokens": 607,
+      "reasoning_output_tokens": 494
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..62f215b8b1f868b3bd706bf9baa404d6d429f3de
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,614 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=d5.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "d5",
+    "predicate_col": "d5",
+    "predicate_op": "=",
+    "predicate_value": "b",
+    "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_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..62f215b8b1f868b3bd706bf9baa404d6d429f3de
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,614 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=d5.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "d5",
+    "predicate_col": "d5",
+    "predicate_op": "=",
+    "predicate_value": "b",
+    "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_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15ba263cdb2f34a5bf8ce71776a5f74142143af3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-3909-7290-ab0a-77a7e6c2530c"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..89bc2cfee80d11f8b11f06263b82745e81825e6c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-3909-7290-ab0a-77a7e6c2530c"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a6ffd22c00bf74610d757980471fbead3bf1956d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-4a34-7880-8d6e-f74982fc3c09"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"d5\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"d5\\\" = 'b'\\nGROUP BY \\\"d5\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Applied the planned Filtered Top-k Group Count template with \\\"d5\\\" as both the grouping and predicate column, filtering to rows where \\\"d5\\\" = 'b' and returning up to 13 groups by support.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17514,"cached_input_tokens":16768,"output_tokens":607,"reasoning_output_tokens":494}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0162b91217c4fb92358ffc2ef328e26cacf02838
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_response_attempt_2.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"d5\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"d5\" = 'b'\nGROUP BY \"d5\"\nORDER BY support DESC\nLIMIT 13;","notes":"Applied the planned Filtered Top-k Group Count template with \"d5\" as both the grouping and predicate column, filtering to rows where \"d5\" = 'b' and returning up to 13 groups by support."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..aed3e3d9dad26ffa6d77bd4dc972b7de356f648c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16374, "bytes_utf8": 16374, "lines": 612, "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": 336, "bytes_utf8": 336, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17546, "cached_input_tokens": 16768, "output_tokens": 402, "reasoning_output_tokens": 287}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d1d5f5aba63b24dbcff4a18867652ee7c01c98d8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_0fe902a400b18ab4",
+    "api_calls": 0,
+    "input_tokens": 17546,
+    "cached_input_tokens": 16768,
+    "output_tokens": 402,
+    "total_tokens": 17948,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 12053.51,
+    "sql_execution_elapsed_ms_total": 46.13,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf86bd4d8edc7c81d65df9ee850202af23498c5a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/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": "2026-05-19T15:45:34.018782+00:00",
+  "ended_at": "2026-05-19T15:45:46.072316+00:00",
+  "elapsed_ms": 12053.51,
+  "prompt_metrics": {
+    "chars": 16374,
+    "bytes_utf8": 16374,
+    "lines": 612,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 714,
+    "bytes_utf8": 714,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 336,
+      "bytes_utf8": 336,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17546,
+      "cached_input_tokens": 16768,
+      "output_tokens": 402,
+      "reasoning_output_tokens": 287
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..40b6a4b8eec74aca5992e1276fdc66716983f2ad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,612 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=g3.",
+  "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "g3",
+    "top_k": 18,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "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_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1e009c754757502230cee042cbe973061d86077c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e9-f253-7030-9247-1d5589703098"}
+{"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    \\\"a2\\\",\\n    \\\"g3\\\",\\n    COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"g3\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"g3\\\"\\nLIMIT 18;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"a2\\\", group_col_2=\\\"g3\\\", and top_k=18.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17546,"cached_input_tokens":16768,"output_tokens":402,"reasoning_output_tokens":287}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fc4882426b8e221119bf3b5828466a4ff9d661f6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n    \"a2\",\n    \"g3\",\n    COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a2\", \"g3\"\nORDER BY \"support\" ASC, \"a2\", \"g3\"\nLIMIT 18;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col=\"a2\", group_col_2=\"g3\", and top_k=18."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7d7c2482b3e33f266da2032adbc69987566333dd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16531, "bytes_utf8": 16531, "lines": 616, "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": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17548, "cached_input_tokens": 16768, "output_tokens": 351, "reasoning_output_tokens": 214}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..a207dc26ad8c4c67d0c49ffaed2ba1b089f9398b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_10032ca6e85513ae",
+    "api_calls": 0,
+    "input_tokens": 17548,
+    "cached_input_tokens": 16768,
+    "output_tokens": 351,
+    "total_tokens": 17899,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10161.64,
+    "sql_execution_elapsed_ms_total": 9.1,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..dab4cc5cf7be98e4649ce0f9b3dd3ea1e011ee6e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/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": "2026-05-19T15:59:53.734588+00:00",
+  "ended_at": "2026-05-19T16:00:03.896269+00:00",
+  "elapsed_ms": 10161.64,
+  "prompt_metrics": {
+    "chars": 16531,
+    "bytes_utf8": 16531,
+    "lines": 616,
+    "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": 467,
+      "bytes_utf8": 467,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17548,
+      "cached_input_tokens": 16768,
+      "output_tokens": 351,
+      "reasoning_output_tokens": 214
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f9387d77b5d3b9160b9ff92ac3993f0b783f8313
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=b6.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "b6",
+    "predicate_col": "b6",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "entity_col": "b6",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "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_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c65e662da98ba035f6f5eb65f9aa1621d20378cc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f7-10a5-7a02-8279-653388025d8b"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b6\\\", COUNT(DISTINCT \\\"b6\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b6\\\" = 'x'\\nGROUP BY \\\"b6\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Applied the provided template and bound roles exactly. Since \\\"group_col\\\", \\\"predicate_col\\\", and \\\"entity_col\\\" are all \\\"b6\\\" with the filter \\\"b6\\\" = 'x', the query returns the filtered \\\"b6\\\" group(s) and their distinct \\\"b6\\\" count.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17548,"cached_input_tokens":16768,"output_tokens":351,"reasoning_output_tokens":214}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f1f1d98f0f57304dfbb13c594ff25aa8a8476086
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"b6\", COUNT(DISTINCT \"b6\") AS distinct_entities\nFROM \"c11\"\nWHERE \"b6\" = 'x'\nGROUP BY \"b6\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Applied the provided template and bound roles exactly. Since \"group_col\", \"predicate_col\", and \"entity_col\" are all \"b6\" with the filter \"b6\" = 'x', the query returns the filtered \"b6\" group(s) and their distinct \"b6\" count."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2b9bfafea7897289d28357397440060410a636ef
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16505, "bytes_utf8": 16505, "lines": 616, "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": 17559, "cached_input_tokens": 16768, "output_tokens": 407, "reasoning_output_tokens": 297}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..01598c7a98d664abecd9512fbc974587c0442a58
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_1a14c1e6a5508a4c",
+    "api_calls": 0,
+    "input_tokens": 17559,
+    "cached_input_tokens": 16768,
+    "output_tokens": 407,
+    "total_tokens": 17966,
+    "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": 18470.67,
+    "sql_execution_elapsed_ms_total": 16.15,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/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_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff18b53e7d6e610beb59a63aa56a07d3d0b587e1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/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": "2026-05-19T15:39:05.565508+00:00",
+  "ended_at": "2026-05-19T15:39:24.036207+00:00",
+  "elapsed_ms": 18470.67,
+  "prompt_metrics": {
+    "chars": 16505,
+    "bytes_utf8": 16505,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1046,
+    "bytes_utf8": 1046,
+    "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": 346,
+      "bytes_utf8": 346,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17559,
+      "cached_input_tokens": 16768,
+      "output_tokens": 407,
+      "reasoning_output_tokens": 297
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f7ee6522c0dbadbcdefae893a77d4ee7f3ba5658
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=c2.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "c2",
+    "predicate_col": "b5",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "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_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bc10a2ca317d161c6e20be73f6f427b72d12a50d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,5 @@
+{"type":"thread.started","thread_id":"019e40e4-04f4-7880-ac30-274944cde7a0"}
+{"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 1999923, Requested 18194. Please try again in 543ms. 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_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"c2\\\", COUNT(*) AS row_count\\nFROM \\\"c11\\\"\\nWHERE \\\"b5\\\" = 'x'\\nGROUP BY \\\"a2\\\", \\\"c2\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the planned filtered two-dimensional group count template using \\\"a2\\\" and \\\"c2\\\" as grouping columns and filtering rows where \\\"b5\\\" = 'x'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17559,"cached_input_tokens":16768,"output_tokens":407,"reasoning_output_tokens":297}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3df09d9eea7d314c26677367c1fe37e89e63686a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"c2\", COUNT(*) AS row_count\nFROM \"c11\"\nWHERE \"b5\" = 'x'\nGROUP BY \"a2\", \"c2\"\nORDER BY row_count DESC;","notes":"Applied the planned filtered two-dimensional group count template using \"a2\" and \"c2\" as grouping columns and filtering rows where \"b5\" = 'x'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f02ec3798975744c0b02bbb049e936bf90b1a4c5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16550, "bytes_utf8": 16550, "lines": 613, "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": 449, "bytes_utf8": 449, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 12032, "output_tokens": 404, "reasoning_output_tokens": 264}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9a93543159490422eb951d5e133fcbea5f39af9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_1c8c08158839ac9f",
+    "api_calls": 0,
+    "input_tokens": 17581,
+    "cached_input_tokens": 12032,
+    "output_tokens": 404,
+    "total_tokens": 17985,
+    "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": 8647.57,
+    "sql_execution_elapsed_ms_total": 30.66,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/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_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a18d894371d11900472b444b62d491a1ab0add21
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/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": "2026-05-19T15:49:23.614112+00:00",
+  "ended_at": "2026-05-19T15:49:32.261716+00:00",
+  "elapsed_ms": 8647.57,
+  "prompt_metrics": {
+    "chars": 16550,
+    "bytes_utf8": 16550,
+    "lines": 613,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 808,
+    "bytes_utf8": 808,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 449,
+      "bytes_utf8": 449,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17581,
+      "cached_input_tokens": 12032,
+      "output_tokens": 404,
+      "reasoning_output_tokens": 264
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..55fdfa1037a3708e188448ea7bee771814963cb4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,613 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=b2, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "b2",
+    "target_col": "class",
+    "target_value": "win",
+    "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\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_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..68300b9c4c5bce3ed1b6d44921238d0ac2bbbaf7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ed-732c-7481-b484-7ccaf6d89f43"}
+{"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    \\\"b2\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"b2\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"b2\\\", target_col=\\\"class\\\", target_value='win', min_support=4, top_k=18.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":12032,"output_tokens":404,"reasoning_output_tokens":264}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..49797bd591ec677012a9bd89b9ea01e314918e52
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n    \"b2\",\n    COUNT(*) AS support,\n    AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"b2\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Applied the planned Tail Target-Rate Extremes template with fixed bindings: group_col=\"b2\", target_col=\"class\", target_value='win', min_support=4, top_k=18."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..938ffb08898b52e7b26e6ec489e086d2dd9b6d27
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16394, "bytes_utf8": 16394, "lines": 614, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 320, "bytes_utf8": 320, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17514, "cached_input_tokens": 12032, "output_tokens": 301, "reasoning_output_tokens": 201}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..932ae44f70c63f3e517bcf477052700b4ec5fc73
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_1efad63b3b435d63",
+    "api_calls": 0,
+    "input_tokens": 17514,
+    "cached_input_tokens": 12032,
+    "output_tokens": 301,
+    "total_tokens": 17815,
+    "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": 13726.56,
+    "sql_execution_elapsed_ms_total": 17.55,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/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_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1852cb640605acb2a5c3adbe78c10d3a616ac808
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/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": "2026-05-19T15:54:12.883117+00:00",
+  "ended_at": "2026-05-19T15:54:26.609712+00:00",
+  "elapsed_ms": 13726.56,
+  "prompt_metrics": {
+    "chars": 16394,
+    "bytes_utf8": 16394,
+    "lines": 614,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 676,
+    "bytes_utf8": 676,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 320,
+      "bytes_utf8": 320,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17514,
+      "cached_input_tokens": 12032,
+      "output_tokens": 301,
+      "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_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..efdcec89400ff6c7597aff25e86bde35b74cb465
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,614 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=d6.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "d6",
+    "predicate_col": "e4",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "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_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7107f3879bad0825b19bdc258bf31fde94b5a997
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-dd1f-75a2-bd99-5e9f25a30847"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"d6\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e4\\\" = 'x'\\nGROUP BY \\\"d6\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Uses the provided Filtered Top-k Group Count template with \\\"d6\\\" as the group column and filters rows where \\\"e4\\\" = 'x'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17514,"cached_input_tokens":12032,"output_tokens":301,"reasoning_output_tokens":201}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..68ae470fd0b173558143290c1ec16d3dfe8b2fc0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"d6\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"e4\" = 'x'\nGROUP BY \"d6\"\nORDER BY support DESC\nLIMIT 19;","notes":"Uses the provided Filtered Top-k Group Count template with \"d6\" as the group column and filters rows where \"e4\" = 'x'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1efad63b3b435d63/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8f92a8e3befa94179d57fb11496803275dbbdd84
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16546, "bytes_utf8": 16546, "lines": 613, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 315, "reasoning_output_tokens": 177}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4653318dc3fe16583a5ffd1567bec2ff58bb397
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_21e23e3086e778e7",
+    "api_calls": 0,
+    "input_tokens": 17581,
+    "cached_input_tokens": 16768,
+    "output_tokens": 315,
+    "total_tokens": 17896,
+    "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": 8700.76,
+    "sql_execution_elapsed_ms_total": 53.32,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/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_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d467d2e9148cd557f5702dbc375fd4be8d1fac2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/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": "2026-05-19T15:49:14.852070+00:00",
+  "ended_at": "2026-05-19T15:49:23.552858+00:00",
+  "elapsed_ms": 8700.76,
+  "prompt_metrics": {
+    "chars": 16546,
+    "bytes_utf8": 16546,
+    "lines": 613,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 782,
+    "bytes_utf8": 782,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 423,
+      "bytes_utf8": 423,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17581,
+      "cached_input_tokens": 16768,
+      "output_tokens": 315,
+      "reasoning_output_tokens": 177
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a95b3e5be726081599609c1e47672a111682defd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,613 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=b2, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "b2",
+    "target_col": "class",
+    "target_value": "win",
+    "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    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_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d410273c9244c3dfeef7691902c02194e7669a0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ed-50e5-7ca3-9d3f-ec7e25c776a2"}
+{"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    \\\"b2\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"b2\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Applied tpl_tail_target_rate_extremes_v2 with group_col=\\\"b2\\\", target_col=\\\"class\\\", target_value='win', min_support=5, and top_k=13.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":16768,"output_tokens":315,"reasoning_output_tokens":177}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a60a3ae2fdc685040ba47bcf87833ea1b503a974
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n    \"b2\",\n    COUNT(*) AS support,\n    AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"b2\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;","notes":"Applied tpl_tail_target_rate_extremes_v2 with group_col=\"b2\", target_col=\"class\", target_value='win', min_support=5, and top_k=13."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_21e23e3086e778e7/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1e4225e45da3f49199a5e58918a66d8111f99073
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16557, "bytes_utf8": 16557, "lines": 613, "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": 17580, "cached_input_tokens": 16768, "output_tokens": 300, "reasoning_output_tokens": 170}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad0c92a7f6b93d414821c8de92af0492da8e56ce
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_257df40ab36ad15f",
+    "api_calls": 0,
+    "input_tokens": 17580,
+    "cached_input_tokens": 16768,
+    "output_tokens": 300,
+    "total_tokens": 17880,
+    "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": 8169.5,
+    "sql_execution_elapsed_ms_total": 31.73,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/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_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae5a9589276a74c8cd46157b7eb9d65702635a24
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/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": "2026-05-19T15:46:17.023156+00:00",
+  "ended_at": "2026-05-19T15:46:25.192681+00:00",
+  "elapsed_ms": 8169.5,
+  "prompt_metrics": {
+    "chars": 16557,
+    "bytes_utf8": 16557,
+    "lines": 613,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 786,
+    "bytes_utf8": 786,
+    "lines": 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": 17580,
+      "cached_input_tokens": 16768,
+      "output_tokens": 300,
+      "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_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0ba60ca402e292cbf567838b38e2f40f12b71145
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,613 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "class",
+    "target_col": "class",
+    "target_value": "loss",
+    "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,\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_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9427445e45b53abe71d347759b8fff977d387704
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ea-9a7d-7e11-a900-a23ff49d60de"}
+{"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    \\\"class\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Uses the planned template exactly with group_col=\\\"class\\\", target_col=\\\"class\\\", target_value='loss', min_support=4, and top_k=15.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17580,"cached_input_tokens":16768,"output_tokens":300,"reasoning_output_tokens":170}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..46d4bf8cf23b632801dbf21840437d72edf690c8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n    \"class\",\n    COUNT(*) AS support,\n    AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Uses the planned template exactly with group_col=\"class\", target_col=\"class\", target_value='loss', min_support=4, and top_k=15."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_257df40ab36ad15f/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ea6781811fcb36e91d79c3b9be632064b751bbf8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16528, "bytes_utf8": 16528, "lines": 616, "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": 17547, "cached_input_tokens": 16768, "output_tokens": 261, "reasoning_output_tokens": 158}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d02d3f594ef6cd0adef8a509ef8e4dff3c515652
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_25add5c9b9c15a96",
+    "api_calls": 0,
+    "input_tokens": 17547,
+    "cached_input_tokens": 16768,
+    "output_tokens": 261,
+    "total_tokens": 17808,
+    "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": 9787.79,
+    "sql_execution_elapsed_ms_total": 13.93,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/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_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..025796bfbead52aa325f2caf2fa6edda10c17a52
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/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": "2026-05-19T15:59:43.921416+00:00",
+  "ended_at": "2026-05-19T15:59:53.709242+00:00",
+  "elapsed_ms": 9787.79,
+  "prompt_metrics": {
+    "chars": 16528,
+    "bytes_utf8": 16528,
+    "lines": 616,
+    "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": 17547,
+      "cached_input_tokens": 16768,
+      "output_tokens": 261,
+      "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_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f77d22272b8434b3aba3ac41b6eba6f8804914ee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b5.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "b5",
+    "predicate_col": "b5",
+    "predicate_op": "=",
+    "predicate_value": "o",
+    "entity_col": "b5",
+    "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_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..69e3b426382e73cc6c5ab38b25f6d38b4ac848cd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f6-ea26-71f0-bffa-53d347af0dba"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b5\\\", COUNT(DISTINCT \\\"b5\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"b5\\\" = 'o'\\nGROUP BY \\\"b5\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided template exactly with group_col, predicate_col, and entity_col all bound to \\\"b5\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17547,"cached_input_tokens":16768,"output_tokens":261,"reasoning_output_tokens":158}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..269d60094b0c098341ea4b1fddce40e7040b8c10
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"b5\", COUNT(DISTINCT \"b5\") AS \"distinct_entities\"\nFROM \"c11\"\nWHERE \"b5\" = 'o'\nGROUP BY \"b5\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 14;","notes":"Applied the provided template exactly with group_col, predicate_col, and entity_col all bound to \"b5\"."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_25add5c9b9c15a96/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5c510ef8270cc3a9dbfa0388238931f1a580a810
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16508, "bytes_utf8": 16508, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 328, "bytes_utf8": 328, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17568, "cached_input_tokens": 16768, "output_tokens": 373, "reasoning_output_tokens": 265}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..816c026e79b9222f1c89a9e58324fe003f248741
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_26b56115f5fceb2d",
+    "api_calls": 0,
+    "input_tokens": 17568,
+    "cached_input_tokens": 16768,
+    "output_tokens": 373,
+    "total_tokens": 17941,
+    "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": 9851.97,
+    "sql_execution_elapsed_ms_total": 53.51,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/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_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d70b65783539b4a5439fadfa36a226cba8f3ede
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/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": "2026-05-19T15:50:30.863189+00:00",
+  "ended_at": "2026-05-19T15:50:40.715190+00:00",
+  "elapsed_ms": 9851.97,
+  "prompt_metrics": {
+    "chars": 16508,
+    "bytes_utf8": 16508,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 695,
+    "bytes_utf8": 695,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 328,
+      "bytes_utf8": 328,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17568,
+      "cached_input_tokens": 16768,
+      "output_tokens": 373,
+      "reasoning_output_tokens": 265
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cf02919ff20a3deb3a6e20ac4f6467f15b4d2b80
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=d1, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "a3",
+    "group_col_2": "d1",
+    "target_col": "class",
+    "target_value": "draw",
+    "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 {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_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..346df516029303bb0ad3d64b7b592a0ca9b97ea2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ee-79e6-7501-8123-d334a56ed171"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d1\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'draw' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d1\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Computes the draw rate for each combination of \\\"a3\\\" and \\\"d1\\\" using the target column \\\"class\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17568,"cached_input_tokens":16768,"output_tokens":373,"reasoning_output_tokens":265}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ee9770fa4dc24129201b476f0a47119ee2cbc584
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"d1\",\n       AVG(CASE WHEN \"class\" = 'draw' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c11\"\nGROUP BY \"a3\", \"d1\"\nORDER BY target_rate DESC;","notes":"Computes the draw rate for each combination of \"a3\" and \"d1\" using the target column \"class\"."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_26b56115f5fceb2d/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bb425b17771f19f8f038c03ffbaa63a5d4d3ddd6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16450, "bytes_utf8": 16450, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17528, "cached_input_tokens": 16768, "output_tokens": 304, "reasoning_output_tokens": 183}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a57a1eb019a05a378c879d678b7bd4c6c95487d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_27d85e92a726d033",
+    "api_calls": 0,
+    "input_tokens": 17528,
+    "cached_input_tokens": 16768,
+    "output_tokens": 304,
+    "total_tokens": 17832,
+    "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": 12901.77,
+    "sql_execution_elapsed_ms_total": 21.06,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/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_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..79e17ad7797ea1c3be6ce8506414a3153c2b3e2d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/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": "2026-05-19T15:33:54.852148+00:00",
+  "ended_at": "2026-05-19T15:34:07.753946+00:00",
+  "elapsed_ms": 12901.77,
+  "prompt_metrics": {
+    "chars": 16450,
+    "bytes_utf8": 16450,
+    "lines": 615,
+    "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": 457,
+      "bytes_utf8": 457,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17528,
+      "cached_input_tokens": 16768,
+      "output_tokens": 304,
+      "reasoning_output_tokens": 183
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fec0d4a0d9fd33f5bffca93c4366a3dbf85a4f09
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=e3, condition_col=e3.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "e3",
+    "condition_col": "e3",
+    "condition_value": "x",
+    "positive_value": "b",
+    "negative_value": "x",
+    "top_k": 16,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_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_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..59507cd79da146df9fee5074b2153fd6ce3306de
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,5 @@
+{"type":"thread.started","thread_id":"019e40df-4727-7cf3-8293-6a9c6270e45d"}
+{"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 1989967, Requested 18163. Please try again in 243ms. 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 \\\"e3\\\",\\n       AVG(CASE WHEN \\\"e3\\\" = 'x' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e3\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with both group_col and condition_col bound to \\\"e3\\\" and condition_value bound to 'x'. Because the grouping and condition use the same column, each group's rate is effectively deterministic.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17528,"cached_input_tokens":16768,"output_tokens":304,"reasoning_output_tokens":183}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..97f9e8b26babff0f156e04280eda95b03233bc8f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"e3\",\n       AVG(CASE WHEN \"e3\" = 'x' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"e3\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with both group_col and condition_col bound to \"e3\" and condition_value bound to 'x'. Because the grouping and condition use the same column, each group's rate is effectively deterministic."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_27d85e92a726d033/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..30bbb14845ef52ea3726c2e6dd53ed4425bebcb5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/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": "2026-05-19T15:56:15.344350+00:00",
+  "ended_at": "2026-05-19T15:56:18.508907+00:00",
+  "elapsed_ms": 3164.53,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 16392,
+    "bytes_utf8": 16392,
+    "lines": 614,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c68b65a1f5095a9e4963ce96f831a27baf77db4e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/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": "2026-05-19T15:56:19.511465+00:00",
+  "ended_at": "2026-05-19T15:56:22.473619+00:00",
+  "elapsed_ms": 2962.11,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 16392,
+    "bytes_utf8": 16392,
+    "lines": 614,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_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_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a8532beab3b0270398aefb26080914b5e15fbe9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,614 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=f1.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "f1",
+    "predicate_col": "f1",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "top_k": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "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_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a8532beab3b0270398aefb26080914b5e15fbe9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,614 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=f1.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "f1",
+    "predicate_col": "f1",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "top_k": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "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_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f846135ff41d726de79bc7859199ad429cfbe861
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f3-bb6a-7890-ae3b-40bbb6af92ff"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1d17f8ff146cca337af1c43a43ec105323e3b9f8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f3-bb6a-7890-ae3b-40bbb6af92ff"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..955beda96106e40c097ef2eb14b0fe2a186452ff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f3-cbb6-79a3-85be-a5ee7542008f"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bd06a7043d5ba9f0bee18a5cacc2d66727d5298d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f3-cbb6-79a3-85be-a5ee7542008f"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_2a2580c6ff789850/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7ff239b42941d3f3c8f3d64073ec909a8f2e2c2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16504, "bytes_utf8": 16504, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 396, "bytes_utf8": 396, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17567, "cached_input_tokens": 16768, "output_tokens": 329, "reasoning_output_tokens": 204}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..592a4cd676ff1750882734a5e697f483af6d92d7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_3013f77faf4f2f30",
+    "api_calls": 0,
+    "input_tokens": 17567,
+    "cached_input_tokens": 16768,
+    "output_tokens": 329,
+    "total_tokens": 17896,
+    "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": 8707.66,
+    "sql_execution_elapsed_ms_total": 87.37,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/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_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..13e68ed70b4d26b2eacdef02228f09ab420b187b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/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": "2026-05-19T15:52:47.711006+00:00",
+  "ended_at": "2026-05-19T15:52:56.418692+00:00",
+  "elapsed_ms": 8707.66,
+  "prompt_metrics": {
+    "chars": 16504,
+    "bytes_utf8": 16504,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 771,
+    "bytes_utf8": 771,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 396,
+      "bytes_utf8": 396,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17567,
+      "cached_input_tokens": 16768,
+      "output_tokens": 329,
+      "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_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8799457042cc5acaa6a7f471b39d73696bd09d36
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=e1, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "a3",
+    "group_col_2": "e1",
+    "target_col": "class",
+    "target_value": "draw",
+    "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 {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_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..790ab931ab5f9c7d3d62fbf533857d6a963769b4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-9065-7a22-b7a3-807fc230d776"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"e1\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'draw' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"e1\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"a3\\\", group_col_2=\\\"e1\\\", target_col=\\\"class\\\", target_value='draw'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17567,"cached_input_tokens":16768,"output_tokens":329,"reasoning_output_tokens":204}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5516c4dde11776ef8d14244ac43a1e17966b2ea5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"e1\",\n       AVG(CASE WHEN \"class\" = 'draw' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"e1\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the planned Two-Axis Target Rate Surface template with fixed bindings: group_col=\"a3\", group_col_2=\"e1\", target_col=\"class\", target_value='draw'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3013f77faf4f2f30/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f9aa2ffb125d7745641a480b8839f71855c0b567
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16372, "bytes_utf8": 16372, "lines": 612, "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": 336, "bytes_utf8": 336, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17545, "cached_input_tokens": 16768, "output_tokens": 502, "reasoning_output_tokens": 386}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..de53c5f95167d923997760d986826af28d268190
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_3454d64cb55e47c8",
+    "api_calls": 0,
+    "input_tokens": 17545,
+    "cached_input_tokens": 16768,
+    "output_tokens": 502,
+    "total_tokens": 18047,
+    "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": 13957.2,
+    "sql_execution_elapsed_ms_total": 52.2,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/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_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..01e66e6e1bd59d34b7d3bc76d1ef038485a1c827
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/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": "2026-05-19T15:45:08.791592+00:00",
+  "ended_at": "2026-05-19T15:45:22.748822+00:00",
+  "elapsed_ms": 13957.2,
+  "prompt_metrics": {
+    "chars": 16372,
+    "bytes_utf8": 16372,
+    "lines": 612,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 714,
+    "bytes_utf8": 714,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 336,
+      "bytes_utf8": 336,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17545,
+      "cached_input_tokens": 16768,
+      "output_tokens": 502,
+      "reasoning_output_tokens": 386
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..21ea03cd86eabf7ed0f841af08874ea2a8876679
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,612 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=g2.",
+  "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "g2",
+    "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_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8bc230322595523e66459c0b961446cfde3ada80
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e9-8fb3-7d12-892c-a8bd547208b0"}
+{"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  \\\"a2\\\",\\n  \\\"g2\\\",\\n  COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"g2\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"g2\\\"\\nLIMIT 12;\",\"notes\":\"Uses the Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"a2\\\", group_col_2=\\\"g2\\\", and top_k=12.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17545,"cached_input_tokens":16768,"output_tokens":502,"reasoning_output_tokens":386}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..02930cdcb8a0ecebe586603702ddda35b28f533a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n  \"a2\",\n  \"g2\",\n  COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a2\", \"g2\"\nORDER BY \"support\" ASC, \"a2\", \"g2\"\nLIMIT 12;","notes":"Uses the Pairwise Sparse Slice Count template with fixed bindings group_col=\"a2\", group_col_2=\"g2\", and top_k=12."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3454d64cb55e47c8/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..145a5da1baa46685afcd9ef66a7e2a3c717ae34c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16548, "bytes_utf8": 16548, "lines": 613, "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": 17581, "cached_input_tokens": 16768, "output_tokens": 431, "reasoning_output_tokens": 286}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..29a6b56fc71f28fd5cbbc43b46560c1338b44997
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_36baf70be5d01fe9",
+    "api_calls": 0,
+    "input_tokens": 17581,
+    "cached_input_tokens": 16768,
+    "output_tokens": 431,
+    "total_tokens": 18012,
+    "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": 18862.51,
+    "sql_execution_elapsed_ms_total": 38.06,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/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_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ebf20662eaf9b75fefe7ad877479a22d784b4f90
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/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": "2026-05-19T15:48:11.779002+00:00",
+  "ended_at": "2026-05-19T15:48:30.641546+00:00",
+  "elapsed_ms": 18862.51,
+  "prompt_metrics": {
+    "chars": 16548,
+    "bytes_utf8": 16548,
+    "lines": 613,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1485,
+    "bytes_utf8": 1485,
+    "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": 444,
+      "bytes_utf8": 444,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17581,
+      "cached_input_tokens": 16768,
+      "output_tokens": 431,
+      "reasoning_output_tokens": 286
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f93764725c6723215cf6a8676f0e7e3d33fb5bc1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,613 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=a5, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "a5",
+    "target_col": "class",
+    "target_value": "win",
+    "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\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_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..297da44016d032f232e491b6890d6b1bae011f9c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,6 @@
+{"type":"thread.started","thread_id":"019e40ec-5a89-7dc2-b088-fd169008f690"}
+{"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 1994166, Requested 18216. Please try again in 371ms. 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 18216. Please try again in 546ms. 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_target_rate_extremes_v2\\nSELECT\\n  \\\"a5\\\",\\n  COUNT(*) AS \\\"support\\\",\\n  AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a5\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 10;\",\"notes\":\"Instantiated the Tail Target-Rate Extremes template with group_col=\\\"a5\\\", target_col=\\\"class\\\", target_value='win', min_support=5, and top_k=10.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":16768,"output_tokens":431,"reasoning_output_tokens":286}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3e31d12d753fe7babf7a10bba12b51b6c784daf7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n  \"a5\",\n  COUNT(*) AS \"support\",\n  AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c11\"\nGROUP BY \"a5\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 10;","notes":"Instantiated the Tail Target-Rate Extremes template with group_col=\"a5\", target_col=\"class\", target_value='win', min_support=5, and top_k=10."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_36baf70be5d01fe9/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..206c11c1434b5980729b55e02b7d23eda261160b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16531, "bytes_utf8": 16531, "lines": 616, "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": 440, "bytes_utf8": 440, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17548, "cached_input_tokens": 16768, "output_tokens": 342, "reasoning_output_tokens": 213}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..1547ab5fd48c83f62eff79c552f0095a423999bc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_3ab00c9d75f527a2",
+    "api_calls": 0,
+    "input_tokens": 17548,
+    "cached_input_tokens": 16768,
+    "output_tokens": 342,
+    "total_tokens": 17890,
+    "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": 9396.8,
+    "sql_execution_elapsed_ms_total": 8.05,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/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_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f610c30e96e4f43355ce966c7a1b8627a68841fd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/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": "2026-05-19T15:58:59.415816+00:00",
+  "ended_at": "2026-05-19T15:59:08.812652+00:00",
+  "elapsed_ms": 9396.8,
+  "prompt_metrics": {
+    "chars": 16531,
+    "bytes_utf8": 16531,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 804,
+    "bytes_utf8": 804,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 440,
+      "bytes_utf8": 440,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17548,
+      "cached_input_tokens": 16768,
+      "output_tokens": 342,
+      "reasoning_output_tokens": 213
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..02a46c0d2a028e1439efac05f3cec442f54eb4a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=b2.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "b2",
+    "predicate_col": "b2",
+    "predicate_op": "=",
+    "predicate_value": "o",
+    "entity_col": "b2",
+    "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_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..402e6e361c4d3e3776fbda1de1a12b0f7b505c63
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f6-3c46-78a2-98ac-3c947962882d"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b2\\\", COUNT(DISTINCT \\\"b2\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b2\\\" = 'o'\\nGROUP BY \\\"b2\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\",\"notes\":\"Applied the planned template with group_col, entity_col, and predicate_col all bound to \\\"b2\\\". Because the filter fixes \\\"b2\\\" to 'o' and the grouping is also on \\\"b2\\\", the query will return at most one group.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17548,"cached_input_tokens":16768,"output_tokens":342,"reasoning_output_tokens":213}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bae690a185021ea673e069275e5c8d85a00f7d21
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"b2\", COUNT(DISTINCT \"b2\") AS distinct_entities\nFROM \"c11\"\nWHERE \"b2\" = 'o'\nGROUP BY \"b2\"\nORDER BY distinct_entities DESC\nLIMIT 11;","notes":"Applied the planned template with group_col, entity_col, and predicate_col all bound to \"b2\". Because the filter fixes \"b2\" to 'o' and the grouping is also on \"b2\", the query will return at most one group."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3ab00c9d75f527a2/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..287eaabd99d26277a8be9a752324dc1c7f629038
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16453, "bytes_utf8": 16453, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17529, "cached_input_tokens": 12032, "output_tokens": 481, "reasoning_output_tokens": 350}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..2dbab9a1eaedc77fc7601810578614fd9f5afb38
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_3e5d665d89ad7f63",
+    "api_calls": 0,
+    "input_tokens": 17529,
+    "cached_input_tokens": 12032,
+    "output_tokens": 481,
+    "total_tokens": 18010,
+    "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": 10783.45,
+    "sql_execution_elapsed_ms_total": 25.5,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/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_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bcf201bd76a17b3f3968f3a0611861f701e032ec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/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": "2026-05-19T15:32:33.699256+00:00",
+  "ended_at": "2026-05-19T15:32:44.482729+00:00",
+  "elapsed_ms": 10783.45,
+  "prompt_metrics": {
+    "chars": 16453,
+    "bytes_utf8": 16453,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 821,
+    "bytes_utf8": 821,
+    "lines": 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": 17529,
+      "cached_input_tokens": 12032,
+      "output_tokens": 481,
+      "reasoning_output_tokens": 350
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6173b5f301fb3b72e694e6c23e1c642c0493c62b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=e1, condition_col=e1.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "e1",
+    "condition_col": "e1",
+    "condition_value": "b",
+    "positive_value": "b",
+    "negative_value": "o",
+    "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_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..02a369d038b1b98cb5a8dd1054a798e0b62bc4e7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40de-0a0e-7242-9d26-25cbf7c70c0e"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate.\\nSELECT \\\"e1\\\",\\n       AVG(CASE WHEN \\\"e1\\\" = 'b' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e1\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col=\\\"e1\\\" and condition_col=\\\"e1\\\" using condition_value='b'. Because the grouping and condition use the same column, the resulting rate is deterministic within each e1 group.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17529,"cached_input_tokens":12032,"output_tokens":481,"reasoning_output_tokens":350}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7be4d85b7e2b026ac34f7d66ab882b0d4f7a0aa6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate.\nSELECT \"e1\",\n       AVG(CASE WHEN \"e1\" = 'b' THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"c11\"\nGROUP BY \"e1\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the Grouped Condition Rate template with group_col=\"e1\" and condition_col=\"e1\" using condition_value='b'. Because the grouping and condition use the same column, the resulting rate is deterministic within each e1 group."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_3e5d665d89ad7f63/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..351da5de75423f5394ec8d2d15850dd759bbfb70
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16372, "bytes_utf8": 16372, "lines": 612, "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": 17545, "cached_input_tokens": 16768, "output_tokens": 519, "reasoning_output_tokens": 397}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b5517ae3f8e0ecd5bac5e73758865d567ed09a81
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_433a34626ceee3ca",
+    "api_calls": 0,
+    "input_tokens": 17545,
+    "cached_input_tokens": 16768,
+    "output_tokens": 519,
+    "total_tokens": 18064,
+    "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": 14249.14,
+    "sql_execution_elapsed_ms_total": 54.54,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/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_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea85b7873a12ad17428419e67f820fd14a0ca9af
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/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": "2026-05-19T15:44:16.656528+00:00",
+  "ended_at": "2026-05-19T15:44:30.905706+00:00",
+  "elapsed_ms": 14249.14,
+  "prompt_metrics": {
+    "chars": 16372,
+    "bytes_utf8": 16372,
+    "lines": 612,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 759,
+    "bytes_utf8": 759,
+    "lines": 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": 17545,
+      "cached_input_tokens": 16768,
+      "output_tokens": 519,
+      "reasoning_output_tokens": 397
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30e3e37116f269e02c68eab4e33f5866cc98986e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,612 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=f6.",
+  "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "f6",
+    "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_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..53d9686b7e921fe16afb8476a1243fa990a5d267
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e8-c427-7b51-8300-d9fb40e49af6"}
+{"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  \\\"a2\\\",\\n  \\\"f6\\\",\\n  COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"f6\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"f6\\\"\\nLIMIT 10;\",\"notes\":\"Applied the requested Pairwise Sparse Slice Count template with group_col=\\\"a2\\\", group_col_2=\\\"f6\\\", and top_k=10. No additional filter conditions were provided.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17545,"cached_input_tokens":16768,"output_tokens":519,"reasoning_output_tokens":397}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..505b416f78e83b682ae31bd355309628e766f85a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n  \"a2\",\n  \"f6\",\n  COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a2\", \"f6\"\nORDER BY \"support\" ASC, \"a2\", \"f6\"\nLIMIT 10;","notes":"Applied the requested Pairwise Sparse Slice Count template with group_col=\"a2\", group_col_2=\"f6\", and top_k=10. No additional filter conditions were provided."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_433a34626ceee3ca/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..beab14239f1551f79fa8672a3bf66ebd5d98a19d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16506, "bytes_utf8": 16506, "lines": 616, "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": 334, "bytes_utf8": 334, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17559, "cached_input_tokens": 12032, "output_tokens": 583, "reasoning_output_tokens": 470}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..efbb7e2af0be6d694720b125b0123cfd10eee80c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_43e06b46a579a15b",
+    "api_calls": 0,
+    "input_tokens": 17559,
+    "cached_input_tokens": 12032,
+    "output_tokens": 583,
+    "total_tokens": 18142,
+    "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": 12130.06,
+    "sql_execution_elapsed_ms_total": 13.43,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/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_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..4358c921c955b2ac169d2102393f585abbe4aa83
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/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": "2026-05-19T15:38:31.401521+00:00",
+  "ended_at": "2026-05-19T15:38:43.531606+00:00",
+  "elapsed_ms": 12130.06,
+  "prompt_metrics": {
+    "chars": 16506,
+    "bytes_utf8": 16506,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 709,
+    "bytes_utf8": 709,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 334,
+      "bytes_utf8": 334,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17559,
+      "cached_input_tokens": 12032,
+      "output_tokens": 583,
+      "reasoning_output_tokens": 470
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..07743ec939caa45db79178eef1514640b5a925d8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=b5.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "b5",
+    "predicate_col": "b2",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "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}, {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_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8ebf76b978ec0c813cfa7cd3b2047a4390fda8be
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e3-7f72-71a0-8861-7807a35fc6c5"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"b5\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"b2\\\" = 'x'\\nGROUP BY \\\"a2\\\", \\\"b5\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the filtered two-dimensional group count template with group_col=\\\"a2\\\", group_col_2=\\\"b5\\\", and predicate \\\"b2\\\" = 'x'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17559,"cached_input_tokens":12032,"output_tokens":583,"reasoning_output_tokens":470}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..54b0062e4773f7ebdb27e3b7d3b52dfc1d5a79a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"b5\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nWHERE \"b2\" = 'x'\nGROUP BY \"a2\", \"b5\"\nORDER BY \"row_count\" DESC;","notes":"Applied the filtered two-dimensional group count template with group_col=\"a2\", group_col_2=\"b5\", and predicate \"b2\" = 'x'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_43e06b46a579a15b/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3111538d6e005b9dbade6b6490ddb1b85e0aeb9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16206, "bytes_utf8": 16206, "lines": 610, "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": 295, "bytes_utf8": 295, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17477, "cached_input_tokens": 16768, "output_tokens": 339, "reasoning_output_tokens": 242}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d3d32206943d7084da3c8576b0bd5b658833dda
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_453aea31b6ca7d32",
+    "api_calls": 0,
+    "input_tokens": 17477,
+    "cached_input_tokens": 16768,
+    "output_tokens": 339,
+    "total_tokens": 17816,
+    "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": 16288.45,
+    "sql_execution_elapsed_ms_total": 21.08,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/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_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1064cf69dde3a56933140d21d14c09992197147d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/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": "2026-05-19T15:42:05.214199+00:00",
+  "ended_at": "2026-05-19T15:42:21.502677+00:00",
+  "elapsed_ms": 16288.45,
+  "prompt_metrics": {
+    "chars": 16206,
+    "bytes_utf8": 16206,
+    "lines": 610,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1321,
+    "bytes_utf8": 1321,
+    "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": 295,
+      "bytes_utf8": 295,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17477,
+      "cached_input_tokens": 16768,
+      "output_tokens": 339,
+      "reasoning_output_tokens": 242
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..656fa9ef3ff7010a070fffdbaf8f70d5ac9dde8f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,610 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=d6.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "d6",
+    "top_k": 16,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_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_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..de522cc1f65f5229a78823c69fa56de4f0f3ba31
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,6 @@
+{"type":"thread.started","thread_id":"019e40e6-c2cb-7c03-a13f-eb6a29f491e9"}
+{"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 1983713, Requested 18112. Please try again in 54ms. 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 18112. Please try again in 543ms. 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    \\\"d6\\\",\\n    COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d6\\\"\\nORDER BY \\\"support\\\" ASC, \\\"d6\\\"\\nLIMIT 16;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"d6\\\" and top_k set to 16.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17477,"cached_input_tokens":16768,"output_tokens":339,"reasoning_output_tokens":242}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7cae3e9bd6280b825d6ad16194d904cfcf8a4748
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_low_support_group_count_v2.\nSELECT\n    \"d6\",\n    COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"d6\"\nORDER BY \"support\" ASC, \"d6\"\nLIMIT 16;","notes":"Applied the Low-Support Group Count template with group_col bound to \"d6\" and top_k set to 16."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_453aea31b6ca7d32/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cd4a668f181f7eafb4442cc1e1b552cc3d6a6240
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16324, "bytes_utf8": 16324, "lines": 612, "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": 328, "bytes_utf8": 328, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17493, "cached_input_tokens": 12032, "output_tokens": 243, "reasoning_output_tokens": 144}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4fdda6e41ca463e6829f0fd09ac6e4b022f1e42
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_4707a61cb23fad50",
+    "api_calls": 0,
+    "input_tokens": 17493,
+    "cached_input_tokens": 12032,
+    "output_tokens": 243,
+    "total_tokens": 17736,
+    "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": 22505.49,
+    "sql_execution_elapsed_ms_total": 49.99,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/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_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..99ddf59386d964713d164422078a0717d23cda20
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/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": "2026-05-19T15:29:55.070102+00:00",
+  "ended_at": "2026-05-19T15:30:17.575635+00:00",
+  "elapsed_ms": 22505.49,
+  "prompt_metrics": {
+    "chars": 16324,
+    "bytes_utf8": 16324,
+    "lines": 612,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 2018,
+    "bytes_utf8": 2018,
+    "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": 328,
+      "bytes_utf8": 328,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17493,
+      "cached_input_tokens": 12032,
+      "output_tokens": 243,
+      "reasoning_output_tokens": 144
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f5bd3cceb6c2c0a4d5063014f4bc55417739b49
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,612 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_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": "c11",
+  "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=b1.",
+  "planned_template_id": "tpl_clickbench_group_distinct_topk",
+  "bindings": {
+    "group_col": "b1",
+    "entity_col": "b1",
+    "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_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d92b4e2c4f54fe4485a0bc364b2e795b7bce389b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,8 @@
+{"type":"thread.started","thread_id":"019e40db-9e72-7830-aabf-d9335aa47996"}
+{"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 18128. Please try again in 543ms. 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 1983811, Requested 18128. Please try again in 58ms. 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 2000000, Requested 18128. Please try again in 543ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1987784, Requested 18128. Please try again in 177ms. 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_clickbench_group_distinct_topk\\nSELECT \\\"b1\\\", COUNT(DISTINCT \\\"b1\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nGROUP BY \\\"b1\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with bound roles group_col=\\\"b1\\\" and entity_col=\\\"b1\\\" on single table \\\"c11\\\", with top_k=11.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17493,"cached_input_tokens":12032,"output_tokens":243,"reasoning_output_tokens":144}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b9c14d23abe652f5527b9741effd911ac7d7fc52
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"b1\", COUNT(DISTINCT \"b1\") AS distinct_entities\nFROM \"c11\"\nGROUP BY \"b1\"\nORDER BY distinct_entities DESC\nLIMIT 11;","notes":"Used the required template with bound roles group_col=\"b1\" and entity_col=\"b1\" on single table \"c11\", with top_k=11."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4707a61cb23fad50/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2ac34865b9b78b4e8fd005cb865015559438559a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16546, "bytes_utf8": 16546, "lines": 613, "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": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 383, "reasoning_output_tokens": 245}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b3a5c6928c2ed97ded9e6c31f9be19a067b11f66
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_4780b48017d763f0",
+    "api_calls": 0,
+    "input_tokens": 17581,
+    "cached_input_tokens": 16768,
+    "output_tokens": 383,
+    "total_tokens": 17964,
+    "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": 14602.9,
+    "sql_execution_elapsed_ms_total": 43.31,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/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_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2cf7eaba2d11cc2719a1174ea39678c29ba8ff37
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/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": "2026-05-19T15:46:52.959941+00:00",
+  "ended_at": "2026-05-19T15:47:07.562888+00:00",
+  "elapsed_ms": 14602.9,
+  "prompt_metrics": {
+    "chars": 16546,
+    "bytes_utf8": 16546,
+    "lines": 613,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 795,
+    "bytes_utf8": 795,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 436,
+      "bytes_utf8": 436,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17581,
+      "cached_input_tokens": 16768,
+      "output_tokens": 383,
+      "reasoning_output_tokens": 245
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d819eb85e4b4a7885c5cb96162ed394a88c89210
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,613 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=a2, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "a2",
+    "target_col": "class",
+    "target_value": "win",
+    "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\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_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..65470ef3cc50290ac59625453a0dcb0fec4c87f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40eb-2725-7b30-b4a6-e81c2ae48b94"}
+{"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    \\\"a2\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Uses the requested Tail Target-Rate Extremes template with group_col=\\\"a2\\\", target_col=\\\"class\\\", target_value='win', min_support=5, and top_k=12.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":16768,"output_tokens":383,"reasoning_output_tokens":245}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..747e4a532e065c4296253f9ee4be908c363ac664
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n    \"a2\",\n    COUNT(*) AS support,\n    AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"a2\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Uses the requested Tail Target-Rate Extremes template with group_col=\"a2\", target_col=\"class\", target_value='win', min_support=5, and top_k=12."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4780b48017d763f0/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7270d8a9bf6dfa8b4780e048df75faedeebf4a16
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16530, "bytes_utf8": 16530, "lines": 616, "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": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17547, "cached_input_tokens": 12032, "output_tokens": 298, "reasoning_output_tokens": 162}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..97ca3e42869ae59e4952371201d87430f4e0177a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_4adf01e46c2bb641",
+    "api_calls": 0,
+    "input_tokens": 17547,
+    "cached_input_tokens": 12032,
+    "output_tokens": 298,
+    "total_tokens": 17845,
+    "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": 8544.32,
+    "sql_execution_elapsed_ms_total": 29.3,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/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_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..04cd21b71d619fd1732b4b7f5e64d2557ec82c1c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:00:03.912595+00:00",
+  "ended_at": "2026-05-19T16:00:12.456951+00:00",
+  "elapsed_ms": 8544.32,
+  "prompt_metrics": {
+    "chars": 16530,
+    "bytes_utf8": 16530,
+    "lines": 616,
+    "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": 489,
+      "bytes_utf8": 489,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17547,
+      "cached_input_tokens": 12032,
+      "output_tokens": 298,
+      "reasoning_output_tokens": 162
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a188fb093a3a27f488bce874aacf185a5b0c15de
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b6.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "b6",
+    "predicate_col": "c4",
+    "predicate_op": "=",
+    "predicate_value": "b",
+    "entity_col": "b6",
+    "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_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f36ec8c85b7bdc2261866251597e933b5bade6c0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f7-384e-7203-aa84-13d62fd8dcda"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b6\\\", COUNT(DISTINCT \\\"b6\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"c4\\\" = 'b'\\nGROUP BY \\\"b6\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\",\"notes\":\"Applied the requested template with group_col=\\\"b6\\\", entity_col=\\\"b6\\\", predicate_col=\\\"c4\\\", predicate_value='b', and top_k=15. Because the grouping column and distinct-count column are the same, each non-NULL group will typically have distinct_entities = 1.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17547,"cached_input_tokens":12032,"output_tokens":298,"reasoning_output_tokens":162}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9eb750ad62f9f291aa395c2dc32095a0cf31b698
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"b6\", COUNT(DISTINCT \"b6\") AS distinct_entities\nFROM \"c11\"\nWHERE \"c4\" = 'b'\nGROUP BY \"b6\"\nORDER BY distinct_entities DESC\nLIMIT 15;","notes":"Applied the requested template with group_col=\"b6\", entity_col=\"b6\", predicate_col=\"c4\", predicate_value='b', and top_k=15. Because the grouping column and distinct-count 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_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4adf01e46c2bb641/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..01c8582115d83d21d9350f715cc6c1a993e36283
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/conversation.jsonl
@@ -0,0 +1,4 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16530, "bytes_utf8": 16530, "lines": 616, "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": 16530, "bytes_utf8": 16530, "lines": 616, "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": 478, "bytes_utf8": 478, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17547, "cached_input_tokens": 16768, "output_tokens": 316, "reasoning_output_tokens": 174}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e2f333309f2819e678a6e6ca5c709bbddc7bba5c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 2,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_4dbd31b07cf4fe39",
+    "api_calls": 0,
+    "input_tokens": 17547,
+    "cached_input_tokens": 16768,
+    "output_tokens": 316,
+    "total_tokens": 17863,
+    "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": 14607.33,
+    "sql_execution_elapsed_ms_total": 10.36,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/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_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..be6e17456e72435d5535b310855403c69e917bd7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/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": "2026-05-19T15:57:53.509960+00:00",
+  "ended_at": "2026-05-19T15:57:59.315972+00:00",
+  "elapsed_ms": 5805.98,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 16530,
+    "bytes_utf8": 16530,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..08000c7b5d44da141fb3d5685265a8f001ff14f5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/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": "2026-05-19T15:58:00.319230+00:00",
+  "ended_at": "2026-05-19T15:58:09.120621+00:00",
+  "elapsed_ms": 8801.35,
+  "prompt_metrics": {
+    "chars": 16530,
+    "bytes_utf8": 16530,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 846,
+    "bytes_utf8": 846,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 478,
+      "bytes_utf8": 478,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17547,
+      "cached_input_tokens": 16768,
+      "output_tokens": 316,
+      "reasoning_output_tokens": 174
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c57293df33c9d332d280191f399ddb7e549b24da
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a4.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "a4",
+    "predicate_col": "b2",
+    "predicate_op": "=",
+    "predicate_value": "o",
+    "entity_col": "a4",
+    "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}, 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_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c57293df33c9d332d280191f399ddb7e549b24da
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a4.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "a4",
+    "predicate_col": "b2",
+    "predicate_op": "=",
+    "predicate_value": "o",
+    "entity_col": "a4",
+    "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}, 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_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..762fc23c9631e61b95477390c2fa1a14fcfcf21a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f5-3b03-7340-b242-25dc369a0bed"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4e496e65c48cee3035e33628263ab0d38b537ce8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f5-3b03-7340-b242-25dc369a0bed"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..347c3e8a71363a5fc759143a97b16364fde39e18
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f5-5598-70e1-9393-8d9bf14de488"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"a4\\\", COUNT(DISTINCT \\\"a4\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b2\\\" = 'o'\\nGROUP BY \\\"a4\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided template with bound roles: group_col=\\\"a4\\\", entity_col=\\\"a4\\\", predicate_col=\\\"b2\\\", predicate_value='o', top_k=17. Because entity_col and group_col are the same column, COUNT(DISTINCT \\\"a4\\\") will be 1 for each non-NULL group.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17547,"cached_input_tokens":16768,"output_tokens":316,"reasoning_output_tokens":174}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7527378b00c63efa32d41fc2464fa221daf67535
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_response_attempt_2.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"a4\", COUNT(DISTINCT \"a4\") AS distinct_entities\nFROM \"c11\"\nWHERE \"b2\" = 'o'\nGROUP BY \"a4\"\nORDER BY distinct_entities DESC\nLIMIT 17;","notes":"Applied the provided template with bound roles: group_col=\"a4\", entity_col=\"a4\", predicate_col=\"b2\", predicate_value='o', top_k=17. Because entity_col and group_col are the same column, COUNT(DISTINCT \"a4\") will be 1 for each non-NULL group."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_4dbd31b07cf4fe39/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a35c4a5ff8e70831eb4b06f20ed9a1a1dc68850e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16505, "bytes_utf8": 16505, "lines": 616, "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": 353, "bytes_utf8": 353, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17559, "cached_input_tokens": 16768, "output_tokens": 498, "reasoning_output_tokens": 383}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e58b14cd69426ab23db852e14f3a43af75c01e58
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_509e09f2cdbf70be",
+    "api_calls": 0,
+    "input_tokens": 17559,
+    "cached_input_tokens": 16768,
+    "output_tokens": 498,
+    "total_tokens": 18057,
+    "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": 10562.76,
+    "sql_execution_elapsed_ms_total": 30.92,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/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_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e7943fa7c4161233315b4163a8ce638f0719189
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/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": "2026-05-19T15:38:43.551149+00:00",
+  "ended_at": "2026-05-19T15:38:54.113933+00:00",
+  "elapsed_ms": 10562.76,
+  "prompt_metrics": {
+    "chars": 16505,
+    "bytes_utf8": 16505,
+    "lines": 616,
+    "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": 353,
+      "bytes_utf8": 353,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17559,
+      "cached_input_tokens": 16768,
+      "output_tokens": 498,
+      "reasoning_output_tokens": 383
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ebe22aaccb4e1687b21de979d59839fed47609f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=b6.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "b6",
+    "predicate_col": "b3",
+    "predicate_op": "=",
+    "predicate_value": "b",
+    "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}, {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_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2e61e796a4fc7da9a412c066c2523e98690fd1c5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e3-aeee-7b81-9f00-8184f583af29"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"b6\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"b3\\\" = 'b'\\nGROUP BY \\\"a2\\\", \\\"b6\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the planned filtered two-dimensional group count template using \\\"a2\\\" and \\\"b6\\\" as grouping columns, filtered to rows where \\\"b3\\\" = 'b'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17559,"cached_input_tokens":16768,"output_tokens":498,"reasoning_output_tokens":383}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6d4b636d7973f96aae1dc2cab9ee3df45290c6ca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"b6\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nWHERE \"b3\" = 'b'\nGROUP BY \"a2\", \"b6\"\nORDER BY \"row_count\" DESC;","notes":"Applied the planned filtered two-dimensional group count template using \"a2\" and \"b6\" as grouping columns, filtered to rows where \"b3\" = 'b'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_509e09f2cdbf70be/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ff082958238b8d25600401dfbbfab4eb885c9f25
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16493, "bytes_utf8": 16493, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 432, "bytes_utf8": 432, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17567, "cached_input_tokens": 16768, "output_tokens": 295, "reasoning_output_tokens": 157}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..4ad5ad60ba1332cd28f7fb0e43ac09d5ebee7a1c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_529cc5f2aba3fb48",
+    "api_calls": 0,
+    "input_tokens": 17567,
+    "cached_input_tokens": 16768,
+    "output_tokens": 295,
+    "total_tokens": 17862,
+    "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": 8310.26,
+    "sql_execution_elapsed_ms_total": 73.44,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/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_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e90a9d07b263aac80714d9c3c6920e2c690e75dd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/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": "2026-05-19T15:51:39.692293+00:00",
+  "ended_at": "2026-05-19T15:51:48.002588+00:00",
+  "elapsed_ms": 8310.26,
+  "prompt_metrics": {
+    "chars": 16493,
+    "bytes_utf8": 16493,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 807,
+    "bytes_utf8": 807,
+    "lines": 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": 17567,
+      "cached_input_tokens": 16768,
+      "output_tokens": 295,
+      "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_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d7d51968c4d7eb20e60b931c7a8fec82136b832d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=d4, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "a3",
+    "group_col_2": "d4",
+    "target_col": "class",
+    "target_value": "draw",
+    "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_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4e5a20732044122005501ff2d035b5fb2f301785
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ef-86be-7020-990d-1fd155518e55"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d4\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'draw' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d4\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applies the Two-Axis Target Rate Surface template with group_col=\\\"a3\\\", group_col_2=\\\"d4\\\", and target_col=\\\"class\\\", measuring the rate of rows where class='draw' for each (a3, d4) combination.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17567,"cached_input_tokens":16768,"output_tokens":295,"reasoning_output_tokens":157}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fbe2f03c58f5138350a89dc9ddbfb286a6a06471
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"d4\",\n       AVG(CASE WHEN \"class\" = 'draw' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"d4\"\nORDER BY \"target_rate\" DESC;","notes":"Applies the Two-Axis Target Rate Surface template with group_col=\"a3\", group_col_2=\"d4\", and target_col=\"class\", measuring the rate of rows where class='draw' for each (a3, d4) combination."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_529cc5f2aba3fb48/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d424439e0c2f608bd57d4fdbf62c954bd74072c0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16531, "bytes_utf8": 16531, "lines": 616, "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": 551, "bytes_utf8": 551, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17548, "cached_input_tokens": 16768, "output_tokens": 376, "reasoning_output_tokens": 227}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0986529c47450802fb0096bb65f4a762315c3a45
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_5308af24fb4b8f8f",
+    "api_calls": 0,
+    "input_tokens": 17548,
+    "cached_input_tokens": 16768,
+    "output_tokens": 376,
+    "total_tokens": 17924,
+    "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": 10647.19,
+    "sql_execution_elapsed_ms_total": 10.73,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/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_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6611e736b4756fe8e8ecef5baf53a590c891a1b9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/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": "2026-05-19T15:59:25.419584+00:00",
+  "ended_at": "2026-05-19T15:59:36.066795+00:00",
+  "elapsed_ms": 10647.19,
+  "prompt_metrics": {
+    "chars": 16531,
+    "bytes_utf8": 16531,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 927,
+    "bytes_utf8": 927,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 551,
+      "bytes_utf8": 551,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17548,
+      "cached_input_tokens": 16768,
+      "output_tokens": 376,
+      "reasoning_output_tokens": 227
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b0d390392ac07bec34421fee4233870d012cda2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=b4.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "b4",
+    "predicate_col": "b4",
+    "predicate_op": "=",
+    "predicate_value": "b",
+    "entity_col": "b4",
+    "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 {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_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..249746a3003f82bf3e96dbd277da3bbf52c56c88
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f6-a1db-7dc1-8a71-dbfafb624374"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b4\\\", COUNT(DISTINCT \\\"b4\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b4\\\" = 'b'\\nGROUP BY \\\"b4\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Used the provided template and fixed bindings exactly as given. Note: because \\\"group_col\\\", \\\"entity_col\\\", and \\\"predicate_col\\\" are all \\\"b4\\\", this query is structurally valid but will effectively return the distinct count of \\\"b4\\\" within the filtered \\\"b4\\\"='b' group, which is expected to be a single grouped value.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17548,"cached_input_tokens":16768,"output_tokens":376,"reasoning_output_tokens":227}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fcea6f68c58b2c8f01342d46ea559147cd7df9ab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"b4\", COUNT(DISTINCT \"b4\") AS distinct_entities\nFROM \"c11\"\nWHERE \"b4\" = 'b'\nGROUP BY \"b4\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Used the provided template and fixed bindings exactly as given. Note: because \"group_col\", \"entity_col\", and \"predicate_col\" are all \"b4\", this query is structurally valid but will effectively return the distinct count of \"b4\" within the filtered \"b4\"='b' group, which is expected to be a single grouped value."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5308af24fb4b8f8f/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..288fd8469108d3e70d40bb04ad66dcbb8e2a48fe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/conversation.jsonl
@@ -0,0 +1,4 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16307, "bytes_utf8": 16307, "lines": 612, "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": 16307, "bytes_utf8": 16307, "lines": 612, "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": 347, "bytes_utf8": 347, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17509, "cached_input_tokens": 16768, "output_tokens": 271, "reasoning_output_tokens": 165}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e54987e0defc80f77ce936d0627202c32639a883
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 2,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_5438d4906ce197c2",
+    "api_calls": 0,
+    "input_tokens": 17509,
+    "cached_input_tokens": 16768,
+    "output_tokens": 271,
+    "total_tokens": 17780,
+    "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": 11888.9,
+    "sql_execution_elapsed_ms_total": 53.12,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/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_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..8add00eadc95c995e1ce3048edb07f623deebd12
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/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": "2026-05-19T15:56:36.611810+00:00",
+  "ended_at": "2026-05-19T15:56:39.908261+00:00",
+  "elapsed_ms": 3296.43,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 16307,
+    "bytes_utf8": 16307,
+    "lines": 612,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a0ef94670bfe0e57082f216ec36a5ed87f60cfd7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/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": "2026-05-19T15:56:40.910795+00:00",
+  "ended_at": "2026-05-19T15:56:49.503305+00:00",
+  "elapsed_ms": 8592.47,
+  "prompt_metrics": {
+    "chars": 16307,
+    "bytes_utf8": 16307,
+    "lines": 612,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 714,
+    "bytes_utf8": 714,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 347,
+      "bytes_utf8": 347,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17509,
+      "cached_input_tokens": 16768,
+      "output_tokens": 271,
+      "reasoning_output_tokens": 165
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e9a755cf186eed974e1d97c5821c9130a846991
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,612 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_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": "c11",
+  "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=a3, group_col_2=g5.",
+  "planned_template_id": "tpl_clickbench_two_dimensional_topk_count",
+  "bindings": {
+    "group_col": "a3",
+    "group_col_2": "g5",
+    "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_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e9a755cf186eed974e1d97c5821c9130a846991
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,612 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_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": "c11",
+  "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=a3, group_col_2=g5.",
+  "planned_template_id": "tpl_clickbench_two_dimensional_topk_count",
+  "bindings": {
+    "group_col": "a3",
+    "group_col_2": "g5",
+    "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_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0003cd6361cd6c1bf1b018b1e838429b3f07a55b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-0eac-7842-8948-d66d05007683"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2303029e9d644b2a7c55d50075b2121b93ccc73f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-0eac-7842-8948-d66d05007683"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dbaf4e403a359b67647c440ab6ed2e901c450770
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-1f54-7b93-89fc-23b95b2cd04c"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"a3\\\", \\\"g5\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"g5\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 10;\",\"notes\":\"Uses the provided Two-Dimensional Top-k Count template with group_col=\\\"a3\\\" and group_col_2=\\\"g5\\\", returning the 10 highest-support subgroups.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17509,"cached_input_tokens":16768,"output_tokens":271,"reasoning_output_tokens":165}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c5bdef13737f8ce64f1f5caaae32bf18c6889b95
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_response_attempt_2.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"a3\", \"g5\", COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a3\", \"g5\"\nORDER BY \"support\" DESC\nLIMIT 10;","notes":"Uses the provided Two-Dimensional Top-k Count template with group_col=\"a3\" and group_col_2=\"g5\", returning the 10 highest-support subgroups."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5438d4906ce197c2/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..02ebe5fdb8e028afad95cf9511f2a598a4c1ad7a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16446, "bytes_utf8": 16446, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 344, "bytes_utf8": 344, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17529, "cached_input_tokens": 12032, "output_tokens": 401, "reasoning_output_tokens": 294}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2f1de7bb0cd1a738b49770665f995d0ed8d23ea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_5690a49ce3ab9624",
+    "api_calls": 0,
+    "input_tokens": 17529,
+    "cached_input_tokens": 12032,
+    "output_tokens": 401,
+    "total_tokens": 17930,
+    "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": 11940.85,
+    "sql_execution_elapsed_ms_total": 20.55,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/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_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ed49faf5e5854bf02673a816458485d35ffbdd4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/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": "2026-05-19T15:34:22.408517+00:00",
+  "ended_at": "2026-05-19T15:34:34.349394+00:00",
+  "elapsed_ms": 11940.85,
+  "prompt_metrics": {
+    "chars": 16446,
+    "bytes_utf8": 16446,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 707,
+    "bytes_utf8": 707,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 344,
+      "bytes_utf8": 344,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17529,
+      "cached_input_tokens": 12032,
+      "output_tokens": 401,
+      "reasoning_output_tokens": 294
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f9ac534ade6722ec83d884981533bb6910bb77a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=e4, condition_col=e4.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "e4",
+    "condition_col": "e4",
+    "condition_value": "o",
+    "positive_value": "b",
+    "negative_value": "o",
+    "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 {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_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0767e939bb9c3becd981472479876174e913b8ef
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40df-b2e8-78a2-89b5-4ea74ecf5425"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e4\\\",\\n       AVG(CASE WHEN \\\"e4\\\" = 'o' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e4\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template exactly as bound: group_col=\\\"e4\\\", condition_col=\\\"e4\\\", condition_value='o'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17529,"cached_input_tokens":12032,"output_tokens":401,"reasoning_output_tokens":294}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a9f77526987a317646e4b37b0410db534c144b9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"e4\",\n       AVG(CASE WHEN \"e4\" = 'o' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c11\"\nGROUP BY \"e4\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the Grouped Condition Rate template exactly as bound: group_col=\"e4\", condition_col=\"e4\", condition_value='o'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5690a49ce3ab9624/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a6bd3e8f084683de94b1602595b8ff88ed77d904
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16393, "bytes_utf8": 16393, "lines": 614, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17516, "cached_input_tokens": 16768, "output_tokens": 209, "reasoning_output_tokens": 105}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d64f79828125a3a1e679fea47678c23f9a272d4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_5b7d94d0c29cc8c4",
+    "api_calls": 0,
+    "input_tokens": 17516,
+    "cached_input_tokens": 16768,
+    "output_tokens": 209,
+    "total_tokens": 17725,
+    "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": 7170.61,
+    "sql_execution_elapsed_ms_total": 13.02,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/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_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ecf6c7e7a3dd32a1182b636a82cb13a0eb13a59
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/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": "2026-05-19T15:55:16.262292+00:00",
+  "ended_at": "2026-05-19T15:55:23.432948+00:00",
+  "elapsed_ms": 7170.61,
+  "prompt_metrics": {
+    "chars": 16393,
+    "bytes_utf8": 16393,
+    "lines": 614,
+    "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": 17516,
+      "cached_input_tokens": 16768,
+      "output_tokens": 209,
+      "reasoning_output_tokens": 105
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..575354c04961d761352c5ffee63d1d4ff847bc44
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,614 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=e4.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "e4",
+    "predicate_col": "e4",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "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_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5983094213db05d663e875db968b578dea854a15
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-d4ce-7da2-8a07-fda90594db54"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e4\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e4\\\" = 'x'\\nGROUP BY \\\"e4\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"e4\\\", predicate_col=\\\"e4\\\", predicate_value='x', top_k=13.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17516,"cached_input_tokens":16768,"output_tokens":209,"reasoning_output_tokens":105}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aecae6677ba84b579c2b37ad99bbfa89388b7831
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e4\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"e4\" = 'x'\nGROUP BY \"e4\"\nORDER BY support DESC\nLIMIT 13;","notes":"Applied the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"e4\", predicate_col=\"e4\", predicate_value='x', top_k=13."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5b7d94d0c29cc8c4/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..40d94d6740a7be99abc8367c094516d68147c483
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/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": "2026-05-19T15:54:49.460052+00:00",
+  "ended_at": "2026-05-19T15:54:52.593597+00:00",
+  "elapsed_ms": 3133.51,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 16394,
+    "bytes_utf8": 16394,
+    "lines": 614,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5569af49ac6d1872d5cb2cec611d752e2e47ff6b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/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": "2026-05-19T15:54:53.595941+00:00",
+  "ended_at": "2026-05-19T15:54:56.914340+00:00",
+  "elapsed_ms": 3318.37,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 16394,
+    "bytes_utf8": 16394,
+    "lines": 614,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_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_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..69109b2a3427b79bc69be18c2bb61e355a799dd7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,614 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=e2.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "e2",
+    "predicate_col": "e6",
+    "predicate_op": "=",
+    "predicate_value": "o",
+    "top_k": 16,
+    "top_n": 7,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_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_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..69109b2a3427b79bc69be18c2bb61e355a799dd7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,614 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=e2.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "e2",
+    "predicate_col": "e6",
+    "predicate_op": "=",
+    "predicate_value": "o",
+    "top_k": 16,
+    "top_n": 7,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_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_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0684e8e10e91ea6d1d1975be1f404da256c074fc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-6c19-73c0-8284-1a06aae8001a"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4c1f62294bc731556e44f6417b60be42bc3cf30c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-6c19-73c0-8284-1a06aae8001a"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..26819136756aa38cf6d5aadf98baf9a5b1ea686e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-7c1f-7f01-be8f-0df0e47103f5"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8ad309ef60ae43e2fdc5ed9fdd55f841470edef5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-7c1f-7f01-be8f-0df0e47103f5"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5cd8ccc3dbc0771c/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..50989117d7e87037b1b021bff3f3a2f25e488b7d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16124, "bytes_utf8": 16124, "lines": 610, "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": 264, "bytes_utf8": 264, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17441, "cached_input_tokens": 12032, "output_tokens": 183, "reasoning_output_tokens": 104}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c70d6439a52d059c5bc7e2a93a64220f8085ec3d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_5defe02e8b4c6b8b",
+    "api_calls": 0,
+    "input_tokens": 17441,
+    "cached_input_tokens": 12032,
+    "output_tokens": 183,
+    "total_tokens": 17624,
+    "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": 25907.66,
+    "sql_execution_elapsed_ms_total": 42.34,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/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_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d1ea08c7f5db8a0c1e7f3199a2fd1727924befdc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/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": "2026-05-19T15:30:39.583571+00:00",
+  "ended_at": "2026-05-19T15:31:05.491275+00:00",
+  "elapsed_ms": 25907.66,
+  "prompt_metrics": {
+    "chars": 16124,
+    "bytes_utf8": 16124,
+    "lines": 610,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1944,
+    "bytes_utf8": 1944,
+    "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": 264,
+      "bytes_utf8": 264,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17441,
+      "cached_input_tokens": 12032,
+      "output_tokens": 183,
+      "reasoning_output_tokens": 104
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..822439270c93c13db1a44cbe4ff1dd3ecb755116
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,610 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_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": "c11",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=c2.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "c2",
+    "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_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5da2a2512b402cd682479f8f15e8d881dd620376
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,8 @@
+{"type":"thread.started","thread_id":"019e40dc-4c78-73c2-9264-f35150b86dd2"}
+{"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 1984917, Requested 18076. Please try again in 89ms. 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 1982331, Requested 18076. Please try again in 12ms. 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 1996149, Requested 18076. Please try again in 426ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 5/5 (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 18076. Please try again in 542ms. 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_clickbench_group_count\\nSELECT \\\"c2\\\", COUNT(*) AS row_count\\nFROM \\\"c11\\\"\\nGROUP BY \\\"c2\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the Grouped Count by Category template with group_col bound to \\\"c2\\\" on the single table \\\"c11\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17441,"cached_input_tokens":12032,"output_tokens":183,"reasoning_output_tokens":104}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a1f7daa112f86c45452371af3cf776ab75c5b6c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"c2\", COUNT(*) AS row_count\nFROM \"c11\"\nGROUP BY \"c2\"\nORDER BY row_count DESC;","notes":"Applied the Grouped Count by Category template with group_col bound to \"c2\" on the single table \"c11\"."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5defe02e8b4c6b8b/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4cbd25396ef5c326b6305d36c55b5fa745204af5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16125, "bytes_utf8": 16125, "lines": 610, "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": 287, "bytes_utf8": 287, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17441, "cached_input_tokens": 12032, "output_tokens": 301, "reasoning_output_tokens": 220}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0519a9b8c780a9052168e1fd207f898da594e41f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_5fb46ece0d061e79",
+    "api_calls": 0,
+    "input_tokens": 17441,
+    "cached_input_tokens": 12032,
+    "output_tokens": 301,
+    "total_tokens": 17742,
+    "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": 8230.24,
+    "sql_execution_elapsed_ms_total": 30.81,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/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_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..8be96b1c4958fc9c6f4ba33bc5082b23f7fe2cd1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/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": "2026-05-19T15:30:31.313532+00:00",
+  "ended_at": "2026-05-19T15:30:39.543807+00:00",
+  "elapsed_ms": 8230.24,
+  "prompt_metrics": {
+    "chars": 16125,
+    "bytes_utf8": 16125,
+    "lines": 610,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 641,
+    "bytes_utf8": 641,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 287,
+      "bytes_utf8": 287,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17441,
+      "cached_input_tokens": 12032,
+      "output_tokens": 301,
+      "reasoning_output_tokens": 220
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c374de39947abc35767af8b6abbe197f1b7b12f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,610 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_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": "c11",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=c1.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "c1",
+    "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 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_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1c0085831e9a6441286204b3acd6b35d7b3eb52f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40dc-2c36-7d03-a1b0-7d41d98f5b8a"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c1\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"c1\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the grouped count template with group_col bound to \\\"c1\\\" to measure the count distribution across c1 categories.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17441,"cached_input_tokens":12032,"output_tokens":301,"reasoning_output_tokens":220}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ae06f6ae0f814d88238536253b167d45a5a6acaa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"c1\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nGROUP BY \"c1\"\nORDER BY \"row_count\" DESC;","notes":"Applied the grouped count template with group_col bound to \"c1\" to measure the count distribution across c1 categories."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_5fb46ece0d061e79/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c9893375f3b1c39382107640b199709fbcc82370
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16507, "bytes_utf8": 16507, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17568, "cached_input_tokens": 16768, "output_tokens": 537, "reasoning_output_tokens": 412}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a45d70230506481699a8b8eb67387986149027c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_6053be477dff8415",
+    "api_calls": 0,
+    "input_tokens": 17568,
+    "cached_input_tokens": 16768,
+    "output_tokens": 537,
+    "total_tokens": 18105,
+    "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": 11779.03,
+    "sql_execution_elapsed_ms_total": 68.29,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/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_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..44e62ae45d56ff06dfb904a98b57cd11affb7981
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/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": "2026-05-19T15:49:32.300421+00:00",
+  "ended_at": "2026-05-19T15:49:44.079479+00:00",
+  "elapsed_ms": 11779.03,
+  "prompt_metrics": {
+    "chars": 16507,
+    "bytes_utf8": 16507,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 756,
+    "bytes_utf8": 756,
+    "lines": 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": 17568,
+      "cached_input_tokens": 16768,
+      "output_tokens": 537,
+      "reasoning_output_tokens": 412
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9d776f5d95f90f8b3d7515b806ac0454ab0b8562
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=c5, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "a3",
+    "group_col_2": "c5",
+    "target_col": "class",
+    "target_value": "win",
+    "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}, {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_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f2c9188ea5cc739088559938482212f24f3a1eb3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ed-950b-77f2-8bf6-9b03ae4e96ed"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"c5\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1.0 ELSE 0.0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"c5\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Computes the proportion of rows with \\\"class\\\" = 'win' for each (\\\"a3\\\", \\\"c5\\\") combination using the planned two-axis target-rate template.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17568,"cached_input_tokens":16768,"output_tokens":537,"reasoning_output_tokens":412}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2e43759e06e0071070f1a9972e20390fef2824a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"c5\",\n       AVG(CASE WHEN \"class\" = 'win' THEN 1.0 ELSE 0.0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"c5\"\nORDER BY \"target_rate\" DESC;","notes":"Computes the proportion of rows with \"class\" = 'win' for each (\"a3\", \"c5\") combination using the planned two-axis target-rate template."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6053be477dff8415/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7b5ba04b57099d0816feea9f736e1e7abcfa5a33
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16505, "bytes_utf8": 16505, "lines": 616, "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": 342, "bytes_utf8": 342, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17559, "cached_input_tokens": 16768, "output_tokens": 417, "reasoning_output_tokens": 303}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..1fb534e9181e297cac5c165147bfda431ed9aa6f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_6125347fd9e1f5c6",
+    "api_calls": 0,
+    "input_tokens": 17559,
+    "cached_input_tokens": 16768,
+    "output_tokens": 417,
+    "total_tokens": 17976,
+    "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": 9790.25,
+    "sql_execution_elapsed_ms_total": 38.2,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/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_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..8dae5a93e44b58bb392154867582a2df27d8fd5e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/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": "2026-05-19T15:39:33.751392+00:00",
+  "ended_at": "2026-05-19T15:39:43.541677+00:00",
+  "elapsed_ms": 9790.25,
+  "prompt_metrics": {
+    "chars": 16505,
+    "bytes_utf8": 16505,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 717,
+    "bytes_utf8": 717,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 342,
+      "bytes_utf8": 342,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17559,
+      "cached_input_tokens": 16768,
+      "output_tokens": 417,
+      "reasoning_output_tokens": 303
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4965bb5de727911d987d48861a8126da477869ee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=c4.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "c4",
+    "predicate_col": "c1",
+    "predicate_op": "=",
+    "predicate_value": "o",
+    "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}, {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_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3d63813ad3b666c7f9253ee51d965b862021c15f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e4-72f9-7fc1-8fab-cf86bc30140e"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"c4\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"c1\\\" = 'o'\\nGROUP BY \\\"a2\\\", \\\"c4\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the planned filtered two-dimensional group count template with group_col=\\\"a2\\\", group_col_2=\\\"c4\\\", and predicate \\\"c1\\\" = 'o'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17559,"cached_input_tokens":16768,"output_tokens":417,"reasoning_output_tokens":303}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e23498c227499210bdacd51ca2c1193d49c3c7f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"c4\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nWHERE \"c1\" = 'o'\nGROUP BY \"a2\", \"c4\"\nORDER BY \"row_count\" DESC;","notes":"Applied the planned filtered two-dimensional group count template with group_col=\"a2\", group_col_2=\"c4\", and predicate \"c1\" = 'o'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6125347fd9e1f5c6/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..42ea84f7c7fdaadc7d199c04d5b63da5a0d5f29f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16493, "bytes_utf8": 16493, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17567, "cached_input_tokens": 16768, "output_tokens": 553, "reasoning_output_tokens": 422}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f7549f4ba7b78740e97c4835cc9fbffa134628b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_61a6135ac5dccb20",
+    "api_calls": 0,
+    "input_tokens": 17567,
+    "cached_input_tokens": 16768,
+    "output_tokens": 553,
+    "total_tokens": 18120,
+    "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": 13297.81,
+    "sql_execution_elapsed_ms_total": 56.85,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/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_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1244063ef684d0fb4d8dc519e8a5fb1a7f90dc4a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/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": "2026-05-19T15:49:58.668739+00:00",
+  "ended_at": "2026-05-19T15:50:11.966578+00:00",
+  "elapsed_ms": 13297.81,
+  "prompt_metrics": {
+    "chars": 16493,
+    "bytes_utf8": 16493,
+    "lines": 615,
+    "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": 414,
+      "bytes_utf8": 414,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17567,
+      "cached_input_tokens": 16768,
+      "output_tokens": 553,
+      "reasoning_output_tokens": 422
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f9fa5759eee771c8c906f9e0a21a7eeb18d3f1e0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=c6, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "a3",
+    "group_col_2": "c6",
+    "target_col": "class",
+    "target_value": "loss",
+    "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_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9e781e028bb74e21568dbff3a7b0992a1ddeb400
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ed-fc31-7c73-b77f-463e49133afa"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"c6\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"c6\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template on single table \\\"c11\\\" using group_col=\\\"a3\\\", group_col_2=\\\"c6\\\", and target_col=\\\"class\\\" with target_value='loss'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17567,"cached_input_tokens":16768,"output_tokens":553,"reasoning_output_tokens":422}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..40a2d279291701130e65f4717bec9c9583333261
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"c6\",\n       AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"c6\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template on single table \"c11\" using group_col=\"a3\", group_col_2=\"c6\", and target_col=\"class\" with target_value='loss'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_61a6135ac5dccb20/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d40344c2bf04246b055dde7a0c184b9216c6c6b7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16125, "bytes_utf8": 16125, "lines": 610, "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": 17441, "cached_input_tokens": 12032, "output_tokens": 295, "reasoning_output_tokens": 211}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..09ee21d56fe219f734672975d502da689202a48d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_62a4817bb0266725",
+    "api_calls": 0,
+    "input_tokens": 17441,
+    "cached_input_tokens": 12032,
+    "output_tokens": 295,
+    "total_tokens": 17736,
+    "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": 16362.51,
+    "sql_execution_elapsed_ms_total": 18.82,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/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_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..45a7be139f200a9dbf03eb9d22c7de2db0f57e27
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/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": "2026-05-19T15:31:05.543728+00:00",
+  "ended_at": "2026-05-19T15:31:21.906266+00:00",
+  "elapsed_ms": 16362.51,
+  "prompt_metrics": {
+    "chars": 16125,
+    "bytes_utf8": 16125,
+    "lines": 610,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1321,
+    "bytes_utf8": 1321,
+    "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": 17441,
+      "cached_input_tokens": 12032,
+      "output_tokens": 295,
+      "reasoning_output_tokens": 211
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0384acb4d5e57f916a1dfbd274deadf19bd232f1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,610 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_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": "c11",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=c3.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "c3",
+    "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(*) 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_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f852789b16c49355233bbe601997836657a3871c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,6 @@
+{"type":"thread.started","thread_id":"019e40dc-b1d8-7192-86ee-6e64f8abb7db"}
+{"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 1990859, Requested 18076. Please try again in 268ms. 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 18076. Please try again in 542ms. 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_clickbench_group_count\\nSELECT \\\"c3\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"c3\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the required grouped-count template with group_col bound to \\\"c3\\\" to inspect the count distribution of rows across c3 categories.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17441,"cached_input_tokens":12032,"output_tokens":295,"reasoning_output_tokens":211}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5692cb61bfcf4d0daee1294791af26af3380312f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"c3\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nGROUP BY \"c3\"\nORDER BY \"row_count\" DESC;","notes":"Uses the required grouped-count template with group_col bound to \"c3\" to inspect the count distribution of rows across c3 categories."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_62a4817bb0266725/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3719c61559f250c918d4d5b6ad5e94f839ff671d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16206, "bytes_utf8": 16206, "lines": 610, "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": 286, "bytes_utf8": 286, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17477, "cached_input_tokens": 16768, "output_tokens": 197, "reasoning_output_tokens": 105}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f6e07d8bb83dcc5d6fdabb2e053802cc43bc04a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_66f40a76c30d65f6",
+    "api_calls": 0,
+    "input_tokens": 17477,
+    "cached_input_tokens": 16768,
+    "output_tokens": 197,
+    "total_tokens": 17674,
+    "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": 12794.29,
+    "sql_execution_elapsed_ms_total": 21.18,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/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_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc9bac127f050175de8eae29bc10dff7d4a5c305
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/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": "2026-05-19T15:41:22.148326+00:00",
+  "ended_at": "2026-05-19T15:41:34.942646+00:00",
+  "elapsed_ms": 12794.29,
+  "prompt_metrics": {
+    "chars": 16206,
+    "bytes_utf8": 16206,
+    "lines": 610,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 639,
+    "bytes_utf8": 639,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 286,
+      "bytes_utf8": 286,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17477,
+      "cached_input_tokens": 16768,
+      "output_tokens": 197,
+      "reasoning_output_tokens": 105
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1b514196578abb4b134c732f6fbaae6c61b06ad8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,610 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=d4.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "d4",
+    "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_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..242a94c4721f394df6d997269fe4a5526381c4bc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e6-1a5e-79e1-a1bb-13f1b7020c86"}
+{"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    \\\"d4\\\",\\n    COUNT(*) AS support\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d4\\\"\\nORDER BY support ASC, \\\"d4\\\"\\nLIMIT 19;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"d4\\\" and top_k set to 19.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17477,"cached_input_tokens":16768,"output_tokens":197,"reasoning_output_tokens":105}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30c3dcd1f0f7121b5bdefe85950045836d43e48f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"d4\",\n    COUNT(*) AS support\nFROM \"c11\"\nGROUP BY \"d4\"\nORDER BY support ASC, \"d4\"\nLIMIT 19;","notes":"Applied the Low-Support Group Count template with group_col bound to \"d4\" and top_k set to 19."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_66f40a76c30d65f6/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3f7a98597592be48f4780ba7768e6f3c8f5e286f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16453, "bytes_utf8": 16453, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17529, "cached_input_tokens": 16768, "output_tokens": 542, "reasoning_output_tokens": 401}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d3bb17d8aaaa8a79fa49351605aa26976524cb14
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_68f3f4e163748fe4",
+    "api_calls": 0,
+    "input_tokens": 17529,
+    "cached_input_tokens": 16768,
+    "output_tokens": 542,
+    "total_tokens": 18071,
+    "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": 12078.23,
+    "sql_execution_elapsed_ms_total": 49.04,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/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_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b632bfc09321f01106441bb95e39a204d108bc30
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/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": "2026-05-19T15:35:57.560506+00:00",
+  "ended_at": "2026-05-19T15:36:09.638773+00:00",
+  "elapsed_ms": 12078.23,
+  "prompt_metrics": {
+    "chars": 16453,
+    "bytes_utf8": 16453,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 846,
+    "bytes_utf8": 846,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 483,
+      "bytes_utf8": 483,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17529,
+      "cached_input_tokens": 16768,
+      "output_tokens": 542,
+      "reasoning_output_tokens": 401
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dbb246df8d1fa4ab7924b4f489d1ceb535d43f1f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=f3, condition_col=f3.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "f3",
+    "condition_col": "f3",
+    "condition_value": "b",
+    "positive_value": "b",
+    "negative_value": "x",
+    "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_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d06c4358f411566303bdc594eafe922e7ebdb9dd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e1-268d-7762-bf7c-e04e40dd46b4"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate.\\nSELECT \\\"f3\\\",\\n       AVG(CASE WHEN \\\"f3\\\" = 'b' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"f3\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applies the Grouped Condition Rate template with group_col=\\\"f3\\\" and condition_col=\\\"f3\\\", using condition_value='b'. Because the grouping column and condition column are the same, each group's rate is deterministic: 1 for group 'b' and 0 for other f3 values.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17529,"cached_input_tokens":16768,"output_tokens":542,"reasoning_output_tokens":401}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fcd281e5da42ed01774b53df9e3decad4b74aebc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate.\nSELECT \"f3\",\n       AVG(CASE WHEN \"f3\" = 'b' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c11\"\nGROUP BY \"f3\"\nORDER BY \"condition_rate\" DESC;","notes":"Applies the Grouped Condition Rate template with group_col=\"f3\" and condition_col=\"f3\", using condition_value='b'. Because the grouping column and condition column are the same, each group's rate is deterministic: 1 for group 'b' and 0 for other f3 values."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_68f3f4e163748fe4/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8e78cf4cbdce4757b1eb2f96b315a2064686bec3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16450, "bytes_utf8": 16450, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 486, "bytes_utf8": 486, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17528, "cached_input_tokens": 16768, "output_tokens": 348, "reasoning_output_tokens": 209}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..a1735092a03a9d3cf9b38f8fce88aec0ca35d78e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_6e14b22ffd36e33f",
+    "api_calls": 0,
+    "input_tokens": 17528,
+    "cached_input_tokens": 16768,
+    "output_tokens": 348,
+    "total_tokens": 17876,
+    "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": 9148.88,
+    "sql_execution_elapsed_ms_total": 24.85,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/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_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..05865879e895efe7d9bdbabce217f9b7bdb2090a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/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": "2026-05-19T15:35:28.046260+00:00",
+  "ended_at": "2026-05-19T15:35:37.195159+00:00",
+  "elapsed_ms": 9148.88,
+  "prompt_metrics": {
+    "chars": 16450,
+    "bytes_utf8": 16450,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 841,
+    "bytes_utf8": 841,
+    "lines": 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": 17528,
+      "cached_input_tokens": 16768,
+      "output_tokens": 348,
+      "reasoning_output_tokens": 209
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c39d9aa76c774a36205e710544000ba75d6140ff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=f1, condition_col=f1.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "f1",
+    "condition_col": "f1",
+    "condition_value": "o",
+    "positive_value": "b",
+    "negative_value": "o",
+    "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},\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_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..04f4dcad4fec1a4e8f20ba97959afb67dada6eab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e0-b33e-7393-8ccf-6f6786898bc4"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"f1\\\",\\n       AVG(CASE WHEN \\\"f1\\\" = 'o' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"f1\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"f1\\\" and condition_col=\\\"f1\\\". Because the grouping column and condition column are the same, the resulting rate is deterministic within each group: 1.0 for the 'o' group and 0.0 for other non-NULL groups.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17528,"cached_input_tokens":16768,"output_tokens":348,"reasoning_output_tokens":209}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b0b26a3e7180fe152692d62e086e5cb21ef01d1a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"f1\",\n       AVG(CASE WHEN \"f1\" = 'o' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"f1\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col=\"f1\" and condition_col=\"f1\". Because the grouping column and condition column are the same, the resulting rate is deterministic within each group: 1.0 for the 'o' group and 0.0 for other non-NULL groups."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6e14b22ffd36e33f/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..145f24f08567b37b91d52b00f3bc599c6d12cab3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16551, "bytes_utf8": 16551, "lines": 613, "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": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 16768, "output_tokens": 320, "reasoning_output_tokens": 182}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3495b0a24f73d1ebcea5169bc9be282b838b9138
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_6ee230f6c281c921",
+    "api_calls": 0,
+    "input_tokens": 17581,
+    "cached_input_tokens": 16768,
+    "output_tokens": 320,
+    "total_tokens": 17901,
+    "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": 8111.36,
+    "sql_execution_elapsed_ms_total": 44.58,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/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_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e5bc6ad99a7727fd8198ba69680c68d03f3a069d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/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": "2026-05-19T15:48:49.493790+00:00",
+  "ended_at": "2026-05-19T15:48:57.605184+00:00",
+  "elapsed_ms": 8111.36,
+  "prompt_metrics": {
+    "chars": 16551,
+    "bytes_utf8": 16551,
+    "lines": 613,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 798,
+    "bytes_utf8": 798,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 439,
+      "bytes_utf8": 439,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17581,
+      "cached_input_tokens": 16768,
+      "output_tokens": 320,
+      "reasoning_output_tokens": 182
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..671598843d7dfc39dea60d5c2798c100e49071d3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,613 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=a6, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "a6",
+    "target_col": "class",
+    "target_value": "loss",
+    "top_k": 16,
+    "top_n": 7,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_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_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f60c5fdf95d193679acc6b774368473ab887a8d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ec-edeb-7cf2-899c-f28d5b903920"}
+{"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    \\\"a6\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a6\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"a6\\\", target_col=\\\"class\\\", target_value='loss', min_support=4, and top_k=16.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":16768,"output_tokens":320,"reasoning_output_tokens":182}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3ad7320fb92d7a3fdf50c3a92fb8e901b8cfb5b8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n    \"a6\",\n    COUNT(*) AS support,\n    AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"a6\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Applied the planned Tail Target-Rate Extremes template with group_col=\"a6\", target_col=\"class\", target_value='loss', min_support=4, and top_k=16."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6ee230f6c281c921/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..497eb1c14b5ecc1566d752b8d03ce92ba8347119
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16393, "bytes_utf8": 16393, "lines": 614, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 295, "bytes_utf8": 295, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17516, "cached_input_tokens": 16768, "output_tokens": 249, "reasoning_output_tokens": 154}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..270af687302a8b432def999e468d2c9d736368c4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_6f94b0e7d2a2f767",
+    "api_calls": 0,
+    "input_tokens": 17516,
+    "cached_input_tokens": 16768,
+    "output_tokens": 249,
+    "total_tokens": 17765,
+    "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": 7285.45,
+    "sql_execution_elapsed_ms_total": 19.33,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/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_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae3d7b5d1785dc3f293e1014c3b2f88e6288334f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/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": "2026-05-19T15:55:58.367372+00:00",
+  "ended_at": "2026-05-19T15:56:05.652854+00:00",
+  "elapsed_ms": 7285.45,
+  "prompt_metrics": {
+    "chars": 16393,
+    "bytes_utf8": 16393,
+    "lines": 614,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 651,
+    "bytes_utf8": 651,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 295,
+      "bytes_utf8": 295,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17516,
+      "cached_input_tokens": 16768,
+      "output_tokens": 249,
+      "reasoning_output_tokens": 154
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..683b1bf42b32acfc97d16c4f5e87612d6a9086e1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,614 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=e6.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "e6",
+    "predicate_col": "e6",
+    "predicate_op": "=",
+    "predicate_value": "o",
+    "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_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..02464e11bd5ca9b96cb985891db21257becad87a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f3-7923-75b2-b2a6-597ec7d30bf7"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e6\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e6\\\" = 'o'\\nGROUP BY \\\"e6\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Applied the Filtered Top-k Group Count template with group_col=\\\"e6\\\" and predicate \\\"e6\\\" = 'o'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17516,"cached_input_tokens":16768,"output_tokens":249,"reasoning_output_tokens":154}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d24ecc92013e9aaddba2eb395d8b8f5190893be1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e6\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"e6\" = 'o'\nGROUP BY \"e6\"\nORDER BY support DESC\nLIMIT 10;","notes":"Applied the Filtered Top-k Group Count template with group_col=\"e6\" and predicate \"e6\" = 'o'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6f94b0e7d2a2f767/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a4200fb604e060cc4a9aebce9e3a32a8262a0745
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16395, "bytes_utf8": 16395, "lines": 614, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 337, "bytes_utf8": 337, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17516, "cached_input_tokens": 12032, "output_tokens": 367, "reasoning_output_tokens": 259}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..98e6cc312358f478503c2197c9b9f70ecd311d97
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_6fa89f7389fba89c",
+    "api_calls": 0,
+    "input_tokens": 17516,
+    "cached_input_tokens": 12032,
+    "output_tokens": 367,
+    "total_tokens": 17883,
+    "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": 11106.22,
+    "sql_execution_elapsed_ms_total": 26.56,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/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_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..955c26a7f3cee0c6cd068d0c8a1ab15ebe1c5db7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/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": "2026-05-19T15:55:05.115900+00:00",
+  "ended_at": "2026-05-19T15:55:16.222152+00:00",
+  "elapsed_ms": 11106.22,
+  "prompt_metrics": {
+    "chars": 16395,
+    "bytes_utf8": 16395,
+    "lines": 614,
+    "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": 337,
+      "bytes_utf8": 337,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17516,
+      "cached_input_tokens": 12032,
+      "output_tokens": 367,
+      "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_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fa564d7993092cff77fff5872cc1e17942133484
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,614 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=e3.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "e3",
+    "predicate_col": "f1",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "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}, 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_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..72acc1326e23520bbb2b82ce44176d7c641e5ce6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-a932-79e3-ae42-a1e268a2fcc4"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e3\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"f1\\\" = 'x'\\nGROUP BY \\\"e3\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 17;\",\"notes\":\"Applied the bound Filtered Top-k Group Count template with group_col=\\\"e3\\\" and predicate \\\"f1\\\" = 'x' on the single table \\\"c11\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17516,"cached_input_tokens":12032,"output_tokens":367,"reasoning_output_tokens":259}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..26f34db86fe8be807fe269f36ea4f46861fe4379
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e3\", COUNT(*) AS \"support\"\nFROM \"c11\"\nWHERE \"f1\" = 'x'\nGROUP BY \"e3\"\nORDER BY \"support\" DESC\nLIMIT 17;","notes":"Applied the bound Filtered Top-k Group Count template with group_col=\"e3\" and predicate \"f1\" = 'x' on the single table \"c11\"."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_6fa89f7389fba89c/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9e34f16710c266c54b3c0a11bf773cc44227f272
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16504, "bytes_utf8": 16504, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17567, "cached_input_tokens": 16768, "output_tokens": 410, "reasoning_output_tokens": 281}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e65c5cd7c07c72040192b52e0df0bb1ba2dc9af4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_7253869d4bafdf3b",
+    "api_calls": 0,
+    "input_tokens": 17567,
+    "cached_input_tokens": 16768,
+    "output_tokens": 410,
+    "total_tokens": 17977,
+    "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": 10072.49,
+    "sql_execution_elapsed_ms_total": 54.99,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/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_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6eabfa6665447b49331bf5063f639a58a898bc69
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/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": "2026-05-19T15:51:29.558346+00:00",
+  "ended_at": "2026-05-19T15:51:39.630870+00:00",
+  "elapsed_ms": 10072.49,
+  "prompt_metrics": {
+    "chars": 16504,
+    "bytes_utf8": 16504,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 786,
+    "bytes_utf8": 786,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 411,
+      "bytes_utf8": 411,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17567,
+      "cached_input_tokens": 16768,
+      "output_tokens": 410,
+      "reasoning_output_tokens": 281
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e321bd29fa9fc42fbdab2fe2c9bf7cda00da3789
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=d3, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "a3",
+    "group_col_2": "d3",
+    "target_col": "class",
+    "target_value": "loss",
+    "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_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0e151a6e418369910c663f2e252a4a718eae4bab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ef-5f2c-7a61-ae81-bfcaf327e05a"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d3\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d3\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the requested Two-Axis Target Rate Surface template with group_col=\\\"a3\\\", group_col_2=\\\"d3\\\", and target_col=\\\"class\\\", measuring the rate of rows where class = 'loss'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17567,"cached_input_tokens":16768,"output_tokens":410,"reasoning_output_tokens":281}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb0a712ac39f54d643262639e9a604fc6484ec2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"d3\",\n       AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"d3\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the requested Two-Axis Target Rate Surface template with group_col=\"a3\", group_col_2=\"d3\", and target_col=\"class\", measuring the rate of rows where class = 'loss'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7253869d4bafdf3b/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ff8cdff26a91fdbe7a8177ce5b025713feeec640
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17008, "bytes_utf8": 17008, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 732, "bytes_utf8": 732, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17676, "cached_input_tokens": 16768, "output_tokens": 586, "reasoning_output_tokens": 389}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..76e64e65b008baadd6aeb07522c4d5bba8679099
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_730c09441ea01a10",
+    "api_calls": 0,
+    "input_tokens": 17676,
+    "cached_input_tokens": 16768,
+    "output_tokens": 586,
+    "total_tokens": 18262,
+    "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": 11516.53,
+    "sql_execution_elapsed_ms_total": 53.75,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/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_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..795ab3639d9f66c9e4c529428ff6770363447de2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/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": "2026-05-19T15:36:57.992644+00:00",
+  "ended_at": "2026-05-19T15:37:09.509203+00:00",
+  "elapsed_ms": 11516.53,
+  "prompt_metrics": {
+    "chars": 17008,
+    "bytes_utf8": 17008,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1097,
+    "bytes_utf8": 1097,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 732,
+      "bytes_utf8": 732,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17676,
+      "cached_input_tokens": 16768,
+      "output_tokens": 586,
+      "reasoning_output_tokens": 389
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..54af49dab373ea47a3533da25c41c95f1a83c093
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_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": "c11",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g4, condition_col=g4.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "g4",
+    "condition_col": "g4",
+    "condition_value": "b",
+    "positive_value": "b",
+    "negative_value": "o",
+    "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_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..95c08f012586b70939b4a76b28c10a5edcdb6622
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e2-12a9-78b2-8e75-ddda78b91789"}
+{"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 \\\"g4\\\",\\n           SUM(CASE WHEN \\\"g4\\\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"g4\\\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c11\\\"\\n    GROUP BY \\\"g4\\\"\\n)\\nSELECT \\\"g4\\\",\\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 \\\"g4\\\", using positive_value='b' and negative_value='o'. Because the grouping column and condition column are the same, some groups will produce NULL ratios due to division by zero.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17676,"cached_input_tokens":16768,"output_tokens":586,"reasoning_output_tokens":389}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9165a1dcab00011429ec879057297a2450bed137
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"g4\",\n           SUM(CASE WHEN \"g4\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"g4\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c11\"\n    GROUP BY \"g4\"\n)\nSELECT \"g4\",\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 \"g4\", using positive_value='b' and negative_value='o'. Because the grouping column and condition column are the same, some groups will produce NULL ratios due to division by zero."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_730c09441ea01a10/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b4bd4c2bf1b4fecca37d6252dc4c0405dedd6ef1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16392, "bytes_utf8": 16392, "lines": 614, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17514, "cached_input_tokens": 16768, "output_tokens": 227, "reasoning_output_tokens": 121}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..6089e6d26027db43d855c7e376cc2e06efa7aa41
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_7452125578d5eebd",
+    "api_calls": 0,
+    "input_tokens": 17514,
+    "cached_input_tokens": 16768,
+    "output_tokens": 227,
+    "total_tokens": 17741,
+    "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": 6740.15,
+    "sql_execution_elapsed_ms_total": 8.97,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/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_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a4dcda2eb9ea7ff8eeea6c6504183e10e6f6ba8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/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": "2026-05-19T15:54:26.638077+00:00",
+  "ended_at": "2026-05-19T15:54:33.378256+00:00",
+  "elapsed_ms": 6740.15,
+  "prompt_metrics": {
+    "chars": 16392,
+    "bytes_utf8": 16392,
+    "lines": 614,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 707,
+    "bytes_utf8": 707,
+    "lines": 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": 17514,
+      "cached_input_tokens": 16768,
+      "output_tokens": 227,
+      "reasoning_output_tokens": 121
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0a892b160ffa8b2971da556c09bcae6c07f2ea55
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,614 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=e1.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "e1",
+    "predicate_col": "e1",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "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}, 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_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..24434e216ab8ba4b6443ccab0ff1f31aac4da911
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-12c0-7300-92bc-606ce8446d0f"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e1\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e1\\\" = 'x'\\nGROUP BY \\\"e1\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"e1\\\" and predicate_col=\\\"e1\\\" using the bound predicate value 'x' and top_k=10.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17514,"cached_input_tokens":16768,"output_tokens":227,"reasoning_output_tokens":121}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8c8d9632c07616e043afcf7eeccb4011cce8f3ab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e1\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"e1\" = 'x'\nGROUP BY \"e1\"\nORDER BY support DESC\nLIMIT 10;","notes":"Applied the provided Filtered Top-k Group Count template with group_col=\"e1\" and predicate_col=\"e1\" using the bound predicate value 'x' and top_k=10."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7452125578d5eebd/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ef0872321fd3df10755191bcb494e5303f2d8604
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16548, "bytes_utf8": 16548, "lines": 613, "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": 17581, "cached_input_tokens": 16768, "output_tokens": 333, "reasoning_output_tokens": 195}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..4452d190080105723367f31978ee6a552ebb8ba7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_7abb837d395f2ff7",
+    "api_calls": 0,
+    "input_tokens": 17581,
+    "cached_input_tokens": 16768,
+    "output_tokens": 333,
+    "total_tokens": 17914,
+    "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": 13553.92,
+    "sql_execution_elapsed_ms_total": 43.11,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/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_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..eac00b51eee1b9904e618e9293b94d656d87106d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/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": "2026-05-19T15:45:54.736706+00:00",
+  "ended_at": "2026-05-19T15:46:08.290658+00:00",
+  "elapsed_ms": 13553.92,
+  "prompt_metrics": {
+    "chars": 16548,
+    "bytes_utf8": 16548,
+    "lines": 613,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1127,
+    "bytes_utf8": 1127,
+    "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": 435,
+      "bytes_utf8": 435,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17581,
+      "cached_input_tokens": 16768,
+      "output_tokens": 333,
+      "reasoning_output_tokens": 195
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..39843c7e95f768a095c336c22cd674294ed178a1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,613 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g6, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "g6",
+    "target_col": "class",
+    "target_value": "win",
+    "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,\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_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..67faa6681e492f9750b2c26d558da7154c893752
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,5 @@
+{"type":"thread.started","thread_id":"019e40ea-433c-7880-88ab-18cf2aaba528"}
+{"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 18216. Please try again in 546ms. 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_target_rate_extremes_v2\\nSELECT\\n    \\\"g6\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"g6\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"g6\\\", target_col=\\\"class\\\", target_value='win', min_support=4, and top_k=19.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":16768,"output_tokens":333,"reasoning_output_tokens":195}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..22fd1207d10c9963a8e4543e0236a0c0f471af3d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n    \"g6\",\n    COUNT(*) AS support,\n    AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c11\"\nGROUP BY \"g6\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Uses the provided Tail Target-Rate Extremes template with group_col=\"g6\", target_col=\"class\", target_value='win', min_support=4, and top_k=19."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7abb837d395f2ff7/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2e56fa5d933ff861ecc401d1785adb4e1eb8c3de
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16204, "bytes_utf8": 16204, "lines": 610, "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": 315, "bytes_utf8": 315, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17476, "cached_input_tokens": 16768, "output_tokens": 224, "reasoning_output_tokens": 130}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..bbbf1dd34769190f8e2ec680907cbba55ba824f5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_7f7cafca4c937d99",
+    "api_calls": 0,
+    "input_tokens": 17476,
+    "cached_input_tokens": 16768,
+    "output_tokens": 224,
+    "total_tokens": 17700,
+    "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": 11068.58,
+    "sql_execution_elapsed_ms_total": 21.47,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/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_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c8960f42e1b751a278d3799f3b0d0c25a36a5769
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/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": "2026-05-19T15:41:34.970211+00:00",
+  "ended_at": "2026-05-19T15:41:46.038814+00:00",
+  "elapsed_ms": 11068.58,
+  "prompt_metrics": {
+    "chars": 16204,
+    "bytes_utf8": 16204,
+    "lines": 610,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 668,
+    "bytes_utf8": 668,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 315,
+      "bytes_utf8": 315,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17476,
+      "cached_input_tokens": 16768,
+      "output_tokens": 224,
+      "reasoning_output_tokens": 130
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..193a84e88ce71e5c9713cb7ba9caac41e1d601bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,610 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=d5.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "d5",
+    "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_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9cf746927ab5928d1f50dd7e0cf0a70c44d3aca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e6-4c91-7311-9aa2-997b2ed5a236"}
+{"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    \\\"d5\\\",\\n    COUNT(*) AS support\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d5\\\"\\nORDER BY support ASC, \\\"d5\\\"\\nLIMIT 10;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"d5\\\" to return the 10 least-supported categories.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17476,"cached_input_tokens":16768,"output_tokens":224,"reasoning_output_tokens":130}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca32aa11d63ea67979369f1ebb996f8e95324c7b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"d5\",\n    COUNT(*) AS support\nFROM \"c11\"\nGROUP BY \"d5\"\nORDER BY support ASC, \"d5\"\nLIMIT 10;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"d5\" to return the 10 least-supported categories."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_7f7cafca4c937d99/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..35aca25fa22184a5167d2b20a0fc71cc46cf9fb9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16374, "bytes_utf8": 16374, "lines": 612, "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": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17546, "cached_input_tokens": 16768, "output_tokens": 482, "reasoning_output_tokens": 357}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..bdd0b035dab320500429e2185f18b8d5dacf7af6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_85d0f7b8dd1a9753",
+    "api_calls": 0,
+    "input_tokens": 17546,
+    "cached_input_tokens": 16768,
+    "output_tokens": 482,
+    "total_tokens": 18028,
+    "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": 27283.74,
+    "sql_execution_elapsed_ms_total": 44.47,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/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_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..4701ceece01098fd26fd6b83aa4d8c71d4ae7a90
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/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": "2026-05-19T15:43:03.789155+00:00",
+  "ended_at": "2026-05-19T15:43:31.072922+00:00",
+  "elapsed_ms": 27283.74,
+  "prompt_metrics": {
+    "chars": 16374,
+    "bytes_utf8": 16374,
+    "lines": 612,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 2118,
+    "bytes_utf8": 2118,
+    "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": 409,
+      "bytes_utf8": 409,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17546,
+      "cached_input_tokens": 16768,
+      "output_tokens": 482,
+      "reasoning_output_tokens": 357
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..22ab28d280c3f56ddb401072d3f7c950dcc8c7ca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,612 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=f3.",
+  "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "f3",
+    "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    {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_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bdb66a5474160e15434587b2ba1dcdb03bfbd9fa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,8 @@
+{"type":"thread.started","thread_id":"019e40e7-a772-7f60-8932-57941bb40c05"}
+{"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 1985909, Requested 18181. Please try again in 122ms. 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 1992337, Requested 18181. Please try again in 315ms. 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 1983743, Requested 18181. Please try again in 57ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 5/5 (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 18181. Please try again in 545ms. 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  \\\"a2\\\",\\n  \\\"f3\\\",\\n  COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"f3\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"f3\\\"\\nLIMIT 17;\",\"notes\":\"Applied the Pairwise Sparse Slice Count template with \\\"a2\\\" and \\\"f3\\\" as the fixed grouping columns and LIMIT 17. No additional filtering was specified in the planned template or bindings.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17546,"cached_input_tokens":16768,"output_tokens":482,"reasoning_output_tokens":357}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2fdfef2139b7f597e0ced07b50c1ed326d07f7ac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n  \"a2\",\n  \"f3\",\n  COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a2\", \"f3\"\nORDER BY \"support\" ASC, \"a2\", \"f3\"\nLIMIT 17;","notes":"Applied the Pairwise Sparse Slice Count template with \"a2\" and \"f3\" as the fixed grouping columns and LIMIT 17. No additional filtering was specified in the planned template or bindings."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_85d0f7b8dd1a9753/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7c388c54f7281e3bc7203e6ef9a1d08e74f4c3bb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16204, "bytes_utf8": 16204, "lines": 610, "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": 299, "bytes_utf8": 299, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17479, "cached_input_tokens": 12032, "output_tokens": 345, "reasoning_output_tokens": 248}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef7d37ac29d6056b98fa78e770ad2ff7bbe4320e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_87d3ddce493c0bd2",
+    "api_calls": 0,
+    "input_tokens": 17479,
+    "cached_input_tokens": 12032,
+    "output_tokens": 345,
+    "total_tokens": 17824,
+    "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": 8707.39,
+    "sql_execution_elapsed_ms_total": 19.26,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/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_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c6aceafb8dec20994119aac5e4b8ec48d7dbe88f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/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": "2026-05-19T15:39:54.180855+00:00",
+  "ended_at": "2026-05-19T15:40:02.888281+00:00",
+  "elapsed_ms": 8707.39,
+  "prompt_metrics": {
+    "chars": 16204,
+    "bytes_utf8": 16204,
+    "lines": 610,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 660,
+    "bytes_utf8": 660,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 299,
+      "bytes_utf8": 299,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17479,
+      "cached_input_tokens": 12032,
+      "output_tokens": 345,
+      "reasoning_output_tokens": 248
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd8d81375a2285a364cfbfd67393182646742623
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,610 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=c6.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "c6",
+    "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_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..08dda16a43513c7526cef6ee46052c904beb31bc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e4-c2e2-78c1-a1a4-6d5ee1325ec9"}
+{"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    \\\"c6\\\",\\n    COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"c6\\\"\\nORDER BY \\\"support\\\" ASC, \\\"c6\\\"\\nLIMIT 10;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col fixed to \\\"c6\\\" and top_k set to 10.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17479,"cached_input_tokens":12032,"output_tokens":345,"reasoning_output_tokens":248}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ccddbd07c91ca9ef602dd5eabf579b8f37eebcb4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"c6\",\n    COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"c6\"\nORDER BY \"support\" ASC, \"c6\"\nLIMIT 10;","notes":"Uses the planned Low-Support Group Count template with group_col fixed to \"c6\" and top_k set to 10."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_87d3ddce493c0bd2/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4a5c0f5593501741fd94475ed86c56ec425c6867
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16323, "bytes_utf8": 16323, "lines": 612, "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": 517, "bytes_utf8": 517, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17493, "cached_input_tokens": 12032, "output_tokens": 402, "reasoning_output_tokens": 266}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..333984bd526f7b234d6a6d6f2e74894b5a3cc750
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_88031f95a0063980",
+    "api_calls": 0,
+    "input_tokens": 17493,
+    "cached_input_tokens": 12032,
+    "output_tokens": 402,
+    "total_tokens": 17895,
+    "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": 9559.05,
+    "sql_execution_elapsed_ms_total": 41.98,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/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_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1b44102cea8069c8166cbb42e5d03300ca92c67
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/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": "2026-05-19T15:29:45.459179+00:00",
+  "ended_at": "2026-05-19T15:29:55.018267+00:00",
+  "elapsed_ms": 9559.05,
+  "prompt_metrics": {
+    "chars": 16323,
+    "bytes_utf8": 16323,
+    "lines": 612,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 884,
+    "bytes_utf8": 884,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 517,
+      "bytes_utf8": 517,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17493,
+      "cached_input_tokens": 12032,
+      "output_tokens": 402,
+      "reasoning_output_tokens": 266
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..338ecf91214ad956666347d89199d1405ebaad84
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,612 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_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": "c11",
+  "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=a6.",
+  "planned_template_id": "tpl_clickbench_group_distinct_topk",
+  "bindings": {
+    "group_col": "a6",
+    "entity_col": "a6",
+    "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_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d3cf22ab286736c8f14d229f7520095f006d6b37
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40db-78f3-7ef2-997c-b590b1c859b8"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a6\\\", COUNT(DISTINCT \\\"a6\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a6\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Applied the required template with \\\"group_col\\\" = \\\"a6\\\" and \\\"entity_col\\\" = \\\"a6\\\". Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have distinct_entities = 1, so this mostly reveals the set of \\\"a6\\\" categories rather than richer coverage differences.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17493,"cached_input_tokens":12032,"output_tokens":402,"reasoning_output_tokens":266}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c7090310552079440a474c675cb7bb6236cd185
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"a6\", COUNT(DISTINCT \"a6\") AS distinct_entities\nFROM \"c11\"\nGROUP BY \"a6\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Applied the required template with \"group_col\" = \"a6\" and \"entity_col\" = \"a6\". Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have distinct_entities = 1, so this mostly reveals the set of \"a6\" categories rather than richer coverage differences."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_88031f95a0063980/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2cd3ba8fc5c0a7d082ae23403ae498b5f7404ca2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17009, "bytes_utf8": 17009, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 688, "bytes_utf8": 688, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17676, "cached_input_tokens": 12032, "output_tokens": 567, "reasoning_output_tokens": 379}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d107275194f71b9f39120d61e9326cdb408e78e8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_8b8bdfb1dd661796",
+    "api_calls": 0,
+    "input_tokens": 17676,
+    "cached_input_tokens": 12032,
+    "output_tokens": 567,
+    "total_tokens": 18243,
+    "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": 13061.23,
+    "sql_execution_elapsed_ms_total": 54.78,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/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_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..17274d400fddb4d7180ff0499103b8fcde035998
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/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": "2026-05-19T15:37:56.271461+00:00",
+  "ended_at": "2026-05-19T15:38:09.332731+00:00",
+  "elapsed_ms": 13061.23,
+  "prompt_metrics": {
+    "chars": 17009,
+    "bytes_utf8": 17009,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1057,
+    "bytes_utf8": 1057,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 688,
+      "bytes_utf8": 688,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17676,
+      "cached_input_tokens": 12032,
+      "output_tokens": 567,
+      "reasoning_output_tokens": 379
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f0724b744474f2d4d0debb2e41ebe3b82e48ce2a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_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": "c11",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=a2, condition_col=a2.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "a2",
+    "condition_col": "a2",
+    "condition_value": "b",
+    "positive_value": "b",
+    "negative_value": "x",
+    "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_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..18e0ac5e1a1e97a07661aaacc41c732a0e286ce9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e2-f63b-74d1-bf28-b89b8f2cb550"}
+{"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 \\\"a2\\\",\\n           SUM(CASE WHEN \\\"a2\\\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"a2\\\" = 'x' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c11\\\"\\n    GROUP BY \\\"a2\\\"\\n)\\nSELECT \\\"a2\\\",\\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 group_col=\\\"a2\\\" and condition_col=\\\"a2\\\". Because the grouping column and condition column are the same, some groups will have a zero denominator and therefore return NULL ratios.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17676,"cached_input_tokens":12032,"output_tokens":567,"reasoning_output_tokens":379}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cb87c518ba16bf50fd4551a246777b9083222268
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"a2\",\n           SUM(CASE WHEN \"a2\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"a2\" = 'x' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c11\"\n    GROUP BY \"a2\"\n)\nSELECT \"a2\",\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 group_col=\"a2\" and condition_col=\"a2\". Because the grouping column and condition column are the same, some groups will have a zero denominator and therefore return NULL ratios."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8b8bdfb1dd661796/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8511edaee3f40058a4ec1708042a4f9e82a1ee54
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17008, "bytes_utf8": 17008, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 717, "bytes_utf8": 717, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17676, "cached_input_tokens": 16768, "output_tokens": 497, "reasoning_output_tokens": 299}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..a712fe6a74950632048b168134437ba9262eb608
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_8daf0636c08b4c04",
+    "api_calls": 0,
+    "input_tokens": 17676,
+    "cached_input_tokens": 16768,
+    "output_tokens": 497,
+    "total_tokens": 18173,
+    "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": 10849.02,
+    "sql_execution_elapsed_ms_total": 46.21,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/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_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a9db903be99647685e3bafe7ab6ae1d4df235ba9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/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": "2026-05-19T15:37:20.887329+00:00",
+  "ended_at": "2026-05-19T15:37:31.736383+00:00",
+  "elapsed_ms": 10849.02,
+  "prompt_metrics": {
+    "chars": 17008,
+    "bytes_utf8": 17008,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1086,
+    "bytes_utf8": 1086,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 717,
+      "bytes_utf8": 717,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17676,
+      "cached_input_tokens": 16768,
+      "output_tokens": 497,
+      "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_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ecdbf1b459ab2881ab75117c576fc0ae2a039f0f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_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": "c11",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g6, condition_col=g6.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "g6",
+    "condition_col": "g6",
+    "condition_value": "b",
+    "positive_value": "b",
+    "negative_value": "o",
+    "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_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ee97d148b3e54c097affb8fbb11de7ca58f8587a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e2-6bee-7fe3-9084-bf6cc4a499ec"}
+{"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 \\\"g6\\\",\\n           SUM(CASE WHEN \\\"g6\\\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"g6\\\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c11\\\"\\n    GROUP BY \\\"g6\\\"\\n)\\nSELECT \\\"g6\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"g6\\\" and condition_col=\\\"g6\\\", using positive_value='b' and negative_value='o'. Because the grouping and condition columns are the same, some groups will have a zero denominator, producing NULL ratios via NULLIF.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17676,"cached_input_tokens":16768,"output_tokens":497,"reasoning_output_tokens":299}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ebbd015d15b346775177eb38cf4ee54952b8e12f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"g6\",\n           SUM(CASE WHEN \"g6\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"g6\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c11\"\n    GROUP BY \"g6\"\n)\nSELECT \"g6\",\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the planned template with group_col=\"g6\" and condition_col=\"g6\", using positive_value='b' and negative_value='o'. Because the grouping and condition columns are the same, some groups will have a zero denominator, producing NULL ratios via NULLIF."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_8daf0636c08b4c04/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0ae6c9a5bb948905eeba1c637917b3ad5106604c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16124, "bytes_utf8": 16124, "lines": 610, "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": 281, "bytes_utf8": 281, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17441, "cached_input_tokens": 12032, "output_tokens": 397, "reasoning_output_tokens": 312}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..885482c2d82347426ed06987e556c06ad3102a56
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_91fd887423d4e124",
+    "api_calls": 0,
+    "input_tokens": 17441,
+    "cached_input_tokens": 12032,
+    "output_tokens": 397,
+    "total_tokens": 17838,
+    "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": 9293.62,
+    "sql_execution_elapsed_ms_total": 17.88,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/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_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..4e498e810d6ae65e4fde45cb92014634b266cd21
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/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": "2026-05-19T15:31:46.609884+00:00",
+  "ended_at": "2026-05-19T15:31:55.903535+00:00",
+  "elapsed_ms": 9293.62,
+  "prompt_metrics": {
+    "chars": 16124,
+    "bytes_utf8": 16124,
+    "lines": 610,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 639,
+    "bytes_utf8": 639,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 281,
+      "bytes_utf8": 281,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17441,
+      "cached_input_tokens": 12032,
+      "output_tokens": 397,
+      "reasoning_output_tokens": 312
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..21d6535ea07baa6db13bee0770b05eb85ba390a6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,610 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_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": "c11",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=c6.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "c6",
+    "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(*) 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_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..087f0d37a67c9419f4fa32e885d80f52f3c401ec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40dd-522b-7892-b294-ec91ba0fd2c3"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"c6\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"c6\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applies the provided Grouped Count by Category template with group_col bound to \\\"c6\\\" on the single table \\\"c11\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17441,"cached_input_tokens":12032,"output_tokens":397,"reasoning_output_tokens":312}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5150511d93b4bf42b1cd628f06ea2b1fd93096bc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"c6\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nGROUP BY \"c6\"\nORDER BY \"row_count\" DESC;","notes":"Applies the provided Grouped Count by Category template with group_col bound to \"c6\" on the single table \"c11\"."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_91fd887423d4e124/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..053dcaeb367446b65b52f2bc3e5900e5ac22dc75
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16446, "bytes_utf8": 16446, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17529, "cached_input_tokens": 16768, "output_tokens": 283, "reasoning_output_tokens": 144}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe646c8053cb7c64962d2883f33f7e53bfb3f1cf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_9280271faebab30c",
+    "api_calls": 0,
+    "input_tokens": 17529,
+    "cached_input_tokens": 16768,
+    "output_tokens": 283,
+    "total_tokens": 17812,
+    "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": 7895.99,
+    "sql_execution_elapsed_ms_total": 20.65,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/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_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9899b43ab259efe5be43c9513c564059b4b69490
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/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": "2026-05-19T15:35:08.488300+00:00",
+  "ended_at": "2026-05-19T15:35:16.384320+00:00",
+  "elapsed_ms": 7895.99,
+  "prompt_metrics": {
+    "chars": 16446,
+    "bytes_utf8": 16446,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 858,
+    "bytes_utf8": 858,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 507,
+      "bytes_utf8": 507,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17529,
+      "cached_input_tokens": 16768,
+      "output_tokens": 283,
+      "reasoning_output_tokens": 144
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4c620fd2600c3c27952f5af0a4c9e6cf7131048b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=e6, condition_col=e6.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "e6",
+    "condition_col": "e6",
+    "condition_value": "o",
+    "positive_value": "b",
+    "negative_value": "o",
+    "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},\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_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8308fca73f7c052a34c2b0e4b1d7112c6936c5c2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e0-66bf-7482-898e-d8ee48fe9cda"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e6\\\",\\n       AVG(CASE WHEN \\\"e6\\\" = 'o' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e6\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col and condition_col both bound to \\\"e6\\\" and condition_value fixed to 'o'. Because the grouping column and condition column are the same, each group's rate is deterministic: 1 for the 'o' group and 0 for all other non-null groups.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17529,"cached_input_tokens":16768,"output_tokens":283,"reasoning_output_tokens":144}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..808508bb69dd58b251d9ca026d910e7a8408ec00
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"e6\",\n       AVG(CASE WHEN \"e6\" = 'o' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"e6\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col and condition_col both bound to \"e6\" and condition_value fixed to 'o'. Because the grouping column and condition column are the same, each group's rate is deterministic: 1 for the 'o' group and 0 for all other non-null groups."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9280271faebab30c/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..10156655e8d50feb55997e19b2e3a373a879b70a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16450, "bytes_utf8": 16450, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17528, "cached_input_tokens": 12032, "output_tokens": 279, "reasoning_output_tokens": 149}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ee2c1ee41fbbdace14c58d5d0c3ed89e8588a52
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_96fce748860ea160",
+    "api_calls": 0,
+    "input_tokens": 17528,
+    "cached_input_tokens": 12032,
+    "output_tokens": 279,
+    "total_tokens": 17807,
+    "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": 8517.22,
+    "sql_execution_elapsed_ms_total": 40.88,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/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_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..8dc36d6ad5505936f0f89b25a90ccda7fad9209f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/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": "2026-05-19T15:36:09.697539+00:00",
+  "ended_at": "2026-05-19T15:36:18.214797+00:00",
+  "elapsed_ms": 8517.22,
+  "prompt_metrics": {
+    "chars": 16450,
+    "bytes_utf8": 16450,
+    "lines": 615,
+    "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": 464,
+      "bytes_utf8": 464,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17528,
+      "cached_input_tokens": 12032,
+      "output_tokens": 279,
+      "reasoning_output_tokens": 149
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2db00c3665a42b225e8d7918aa653047d92eb4fb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=f3, condition_col=f3.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "f3",
+    "condition_col": "f3",
+    "condition_value": "x",
+    "positive_value": "b",
+    "negative_value": "x",
+    "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_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..56561ec3c0f39b25dd056bcbe55968ff8022e118
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e1-55f5-7713-9fae-dcf101f4567f"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"f3\\\",\\n       AVG(CASE WHEN \\\"f3\\\" = 'x' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"f3\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"f3\\\", condition_col=\\\"f3\\\", and condition_value='x'. Because the grouping and condition columns are the same, this measures the share of rows equal to 'x' within each \\\"f3\\\" category.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17528,"cached_input_tokens":12032,"output_tokens":279,"reasoning_output_tokens":149}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e73445919fc161befb75fca148ec2b037d981458
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"f3\",\n       AVG(CASE WHEN \"f3\" = 'x' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"f3\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"f3\", condition_col=\"f3\", and condition_value='x'. Because the grouping and condition columns are the same, this measures the share of rows equal to 'x' within each \"f3\" category."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_96fce748860ea160/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..150625bd187a4fcb19314ab60eb5ea40803f12b3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/conversation.jsonl
@@ -0,0 +1,4 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16531, "bytes_utf8": 16531, "lines": 616, "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": 16531, "bytes_utf8": 16531, "lines": 616, "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": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17548, "cached_input_tokens": 16768, "output_tokens": 293, "reasoning_output_tokens": 173}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4061c417bd6d1bed8b7aa01dfe9fcaa63dfa558
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/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": "2026-05-19T15:58:26.551442+00:00",
+  "ended_at": "2026-05-19T15:58:34.999069+00:00",
+  "elapsed_ms": 8447.51,
+  "prompt_metrics": {
+    "chars": 16531,
+    "bytes_utf8": 16531,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 774,
+    "bytes_utf8": 774,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 406,
+      "bytes_utf8": 406,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17548,
+      "cached_input_tokens": 16768,
+      "output_tokens": 293,
+      "reasoning_output_tokens": 173
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7ed73eaf7bcc0818df3221c7a6fda3296ed0e19e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_response_attempt_2.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"a6\", COUNT(DISTINCT \"a6\") AS distinct_entities\nFROM \"c11\"\nWHERE \"a6\" = 'x'\nGROUP BY \"a6\"\nORDER BY distinct_entities DESC\nLIMIT 14;","notes":"Used the requested template and fixed bindings exactly as provided: group_col=\"a6\", entity_col=\"a6\", predicate_col=\"a6\", predicate_op=\"=\", predicate_value='x', top_k=14."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9759d2ed9cfaad2b/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dd549d51d00c909f62ba40413516bc84dfc6301c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16394, "bytes_utf8": 16394, "lines": 614, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17514, "cached_input_tokens": 16768, "output_tokens": 281, "reasoning_output_tokens": 174}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c5711d9e5313115a33457268a89bc5a01a98318
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_99f708d954504d66",
+    "api_calls": 0,
+    "input_tokens": 17514,
+    "cached_input_tokens": 16768,
+    "output_tokens": 281,
+    "total_tokens": 17795,
+    "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": 7920.77,
+    "sql_execution_elapsed_ms_total": 22.08,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/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_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb630d57b992aec11e1e92be30d5f76b7e327d17
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/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": "2026-05-19T15:55:23.454868+00:00",
+  "ended_at": "2026-05-19T15:55:31.375668+00:00",
+  "elapsed_ms": 7920.77,
+  "prompt_metrics": {
+    "chars": 16394,
+    "bytes_utf8": 16394,
+    "lines": 614,
+    "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": 349,
+      "bytes_utf8": 349,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17514,
+      "cached_input_tokens": 16768,
+      "output_tokens": 281,
+      "reasoning_output_tokens": 174
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f26da008d31630e58ecb0c8617eede803705f6f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,614 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=e4.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "e4",
+    "predicate_col": "f2",
+    "predicate_op": "=",
+    "predicate_value": "b",
+    "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_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..620da030b32bcc791628eeb120b424be5d0c3ca6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-f0ec-7b52-9310-24a0579be369"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e4\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"f2\\\" = 'b'\\nGROUP BY \\\"e4\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Uses the provided Filtered Top-k Group Count template with fixed bindings: group on \\\"e4\\\", filter \\\"f2\\\" = 'b', and return the top 18 groups by count.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17514,"cached_input_tokens":16768,"output_tokens":281,"reasoning_output_tokens":174}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7a4c8774a9899b28b06c3293735b5868655b5a0e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e4\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"f2\" = 'b'\nGROUP BY \"e4\"\nORDER BY support DESC\nLIMIT 18;","notes":"Uses the provided Filtered Top-k Group Count template with fixed bindings: group on \"e4\", filter \"f2\" = 'b', and return the top 18 groups by count."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_99f708d954504d66/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..58ba0a0ec9695ab0dc2eaf9629be666bfcda07e5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16506, "bytes_utf8": 16506, "lines": 616, "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": 371, "bytes_utf8": 371, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17559, "cached_input_tokens": 16768, "output_tokens": 401, "reasoning_output_tokens": 279}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3859070dba5cd3b9df9d03cd0a7cfc4d5862ced
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_9bde1d29f5b0367f",
+    "api_calls": 0,
+    "input_tokens": 17559,
+    "cached_input_tokens": 16768,
+    "output_tokens": 401,
+    "total_tokens": 17960,
+    "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": 9621.02,
+    "sql_execution_elapsed_ms_total": 58.03,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/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_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6817a09d31b1c4a263d6a8bd5d67e93b45f3fe1c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/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": "2026-05-19T15:39:24.065525+00:00",
+  "ended_at": "2026-05-19T15:39:33.686588+00:00",
+  "elapsed_ms": 9621.02,
+  "prompt_metrics": {
+    "chars": 16506,
+    "bytes_utf8": 16506,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 750,
+    "bytes_utf8": 750,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 371,
+      "bytes_utf8": 371,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17559,
+      "cached_input_tokens": 16768,
+      "output_tokens": 401,
+      "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_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0efa56c1ce0bdcb20860f74497b7137ad84599d6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=c3.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "c3",
+    "predicate_col": "b6",
+    "predicate_op": "=",
+    "predicate_value": "b",
+    "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_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..49b2061ba90021d6df6532256b436432dd8bb289
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e4-4d38-7e83-8198-c02dc2987b25"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"c3\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"b6\\\" = 'b'\\nGROUP BY \\\"a2\\\", \\\"c3\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the provided filtered two-dimensional group count template with group_col=\\\"a2\\\", group_col_2=\\\"c3\\\", and predicate \\\"b6\\\" = 'b' on the single table \\\"c11\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17559,"cached_input_tokens":16768,"output_tokens":401,"reasoning_output_tokens":279}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b204a580332fb9971710a5d5a269fb869b2e6414
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"c3\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nWHERE \"b6\" = 'b'\nGROUP BY \"a2\", \"c3\"\nORDER BY \"row_count\" DESC;","notes":"Applied the provided filtered two-dimensional group count template with group_col=\"a2\", group_col_2=\"c3\", and predicate \"b6\" = 'b' on the single table \"c11\"."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9bde1d29f5b0367f/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8ad97e560a8fcdb3273d5175b16c11ad301e508b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16394, "bytes_utf8": 16394, "lines": 614, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 305, "bytes_utf8": 305, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17514, "cached_input_tokens": 12032, "output_tokens": 327, "reasoning_output_tokens": 227}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9fcb015a969510e704b271ff8d484ef198f37d31
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_9dac910d889b3a07",
+    "api_calls": 0,
+    "input_tokens": 17514,
+    "cached_input_tokens": 12032,
+    "output_tokens": 327,
+    "total_tokens": 17841,
+    "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": 9637.65,
+    "sql_execution_elapsed_ms_total": 13.79,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/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_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d3cdceb6c4bffc11e2abf4d700103ebd287959a6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/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": "2026-05-19T15:56:05.684738+00:00",
+  "ended_at": "2026-05-19T15:56:15.322428+00:00",
+  "elapsed_ms": 9637.65,
+  "prompt_metrics": {
+    "chars": 16394,
+    "bytes_utf8": 16394,
+    "lines": 614,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 669,
+    "bytes_utf8": 669,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 305,
+      "bytes_utf8": 305,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17514,
+      "cached_input_tokens": 12032,
+      "output_tokens": 327,
+      "reasoning_output_tokens": 227
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ad67b28d12a89ce25fcd177c67c5219a03a30910
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,614 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=e6.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "e6",
+    "predicate_col": "f4",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "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_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..16bdb0d32d9b4ebacd89029aab9f7be0b8489efd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f3-95b2-7043-863a-c69014d5a0fd"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e6\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"f4\\\" = 'x'\\nGROUP BY \\\"e6\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 15;\",\"notes\":\"Instantiated the Filtered Top-k Group Count template with group_col \\\"e6\\\" and filter \\\"f4\\\" = 'x'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17514,"cached_input_tokens":12032,"output_tokens":327,"reasoning_output_tokens":227}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b070ead5e38bcb6a447d22f17028537a8c436753
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e6\", COUNT(*) AS \"support\"\nFROM \"c11\"\nWHERE \"f4\" = 'x'\nGROUP BY \"e6\"\nORDER BY \"support\" DESC\nLIMIT 15;","notes":"Instantiated the Filtered Top-k Group Count template with group_col \"e6\" and filter \"f4\" = 'x'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9dac910d889b3a07/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8206b0fd81f9c797ef4cd25bce11505eb3ffe883
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16370, "bytes_utf8": 16370, "lines": 612, "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": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17546, "cached_input_tokens": 16768, "output_tokens": 566, "reasoning_output_tokens": 451}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f8ca6f23437dceb9b2e82a85fca5464293a5718
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_9eb7504697fe0b59",
+    "api_calls": 0,
+    "input_tokens": 17546,
+    "cached_input_tokens": 16768,
+    "output_tokens": 566,
+    "total_tokens": 18112,
+    "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": 20327.52,
+    "sql_execution_elapsed_ms_total": 67.83,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/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_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..072abc6ad717679978ec1611993d4da71f4aaac0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/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": "2026-05-19T15:42:43.386176+00:00",
+  "ended_at": "2026-05-19T15:43:03.713731+00:00",
+  "elapsed_ms": 20327.52,
+  "prompt_metrics": {
+    "chars": 16370,
+    "bytes_utf8": 16370,
+    "lines": 612,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1063,
+    "bytes_utf8": 1063,
+    "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": 352,
+      "bytes_utf8": 352,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17546,
+      "cached_input_tokens": 16768,
+      "output_tokens": 566,
+      "reasoning_output_tokens": 451
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3724a96e0f8de32380d24e6fe9abe6f61e8769ec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,612 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=a2, group_col_2=f3.",
+  "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "f3",
+    "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\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_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f81cb67a36e153a67d063b74232e694c45bbea3e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,5 @@
+{"type":"thread.started","thread_id":"019e40e7-57c5-7ce1-9f20-b354304582ce"}
+{"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 18181. Please try again in 545ms. 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  \\\"a2\\\",\\n  \\\"f3\\\",\\n  COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"f3\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"f3\\\"\\nLIMIT 12;\",\"notes\":\"Uses the requested Pairwise Sparse Slice Count template with \\\"a2\\\" and \\\"f3\\\" to return the 12 least-supported observed value pairs.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17546,"cached_input_tokens":16768,"output_tokens":566,"reasoning_output_tokens":451}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8ecd96aeaed1b0c4628d1ba494c7379be9081eae
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n  \"a2\",\n  \"f3\",\n  COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a2\", \"f3\"\nORDER BY \"support\" ASC, \"a2\", \"f3\"\nLIMIT 12;","notes":"Uses the requested Pairwise Sparse Slice Count template with \"a2\" and \"f3\" to return the 12 least-supported observed value pairs."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_9eb7504697fe0b59/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..60fdb516bfa8c140da3e57e91ae9f02055feb5ae
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16325, "bytes_utf8": 16325, "lines": 612, "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": 338, "bytes_utf8": 338, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17493, "cached_input_tokens": 12032, "output_tokens": 211, "reasoning_output_tokens": 115}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..a777380a9c984567626f9cf1e8ab355af83b8677
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_a0046819f4a16778",
+    "api_calls": 0,
+    "input_tokens": 17493,
+    "cached_input_tokens": 12032,
+    "output_tokens": 211,
+    "total_tokens": 17704,
+    "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": 6860.87,
+    "sql_execution_elapsed_ms_total": 38.22,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/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_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1bca2d36184c9d1d322659bdc2aa2dc528fd41ea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/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": "2026-05-19T15:28:27.682348+00:00",
+  "ended_at": "2026-05-19T15:28:34.543258+00:00",
+  "elapsed_ms": 6860.87,
+  "prompt_metrics": {
+    "chars": 16325,
+    "bytes_utf8": 16325,
+    "lines": 612,
+    "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": 338,
+      "bytes_utf8": 338,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17493,
+      "cached_input_tokens": 12032,
+      "output_tokens": 211,
+      "reasoning_output_tokens": 115
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..67a320947fcea9f9c2780a7e56346d3f19694e35
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,612 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_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": "c11",
+  "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=a1.",
+  "planned_template_id": "tpl_clickbench_group_distinct_topk",
+  "bindings": {
+    "group_col": "a1",
+    "entity_col": "a1",
+    "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_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9eb597623d8af6e19b449aab9ca435673732b22e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40da-491f-7873-8bdc-17bb44a252db"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a1\\\", COUNT(DISTINCT \\\"a1\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a1\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\",\"notes\":\"Applied the provided Top-k Groups by Distinct Entity Coverage template with group_col=\\\"a1\\\" and entity_col=\\\"a1\\\" exactly as bound.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17493,"cached_input_tokens":12032,"output_tokens":211,"reasoning_output_tokens":115}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fc08f67cd01c6646ff70998bccee1bd260142711
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"a1\", COUNT(DISTINCT \"a1\") AS distinct_entities\nFROM \"c11\"\nGROUP BY \"a1\"\nORDER BY distinct_entities DESC\nLIMIT 15;","notes":"Applied the provided Top-k Groups by Distinct Entity Coverage template with group_col=\"a1\" and entity_col=\"a1\" exactly as bound."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0046819f4a16778/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..81529b1b1dc13adae78c2864bf6f0a6f615b7093
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16508, "bytes_utf8": 16508, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17568, "cached_input_tokens": 16768, "output_tokens": 332, "reasoning_output_tokens": 203}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d69f1c21d6f4e000a27faeb41270bbb085380a9c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_a00f9dc81000cd32",
+    "api_calls": 0,
+    "input_tokens": 17568,
+    "cached_input_tokens": 16768,
+    "output_tokens": 332,
+    "total_tokens": 17900,
+    "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": 12638.87,
+    "sql_execution_elapsed_ms_total": 50.13,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/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_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a148fcd7602a4cd09ccfeb97ff7d2f9809693300
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/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": "2026-05-19T15:51:16.862749+00:00",
+  "ended_at": "2026-05-19T15:51:29.501649+00:00",
+  "elapsed_ms": 12638.87,
+  "prompt_metrics": {
+    "chars": 16508,
+    "bytes_utf8": 16508,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 791,
+    "bytes_utf8": 791,
+    "lines": 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": 17568,
+      "cached_input_tokens": 16768,
+      "output_tokens": 332,
+      "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_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fc299e0b5d2d08f9f35f88a10ba9e1bb5b184f2b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=d3, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "a3",
+    "group_col_2": "d3",
+    "target_col": "class",
+    "target_value": "loss",
+    "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_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..75013db680ff45473afac20936bac26d722156e5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ef-2d99-7e82-8392-6ec69e3281b8"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d3\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d3\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\\\"a3\\\", group_col_2=\\\"d3\\\", target_col=\\\"class\\\", and target_value='loss' on the single table \\\"c11\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17568,"cached_input_tokens":16768,"output_tokens":332,"reasoning_output_tokens":203}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..56c5b3b4f858a97bd855e0e27865ab8f516506d7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"d3\",\n       AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c11\"\nGROUP BY \"a3\", \"d3\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\"a3\", group_col_2=\"d3\", target_col=\"class\", and target_value='loss' on the single table \"c11\"."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a00f9dc81000cd32/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c7a9fdef36776aa4cb75bd453fb1b07b242aed2d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16323, "bytes_utf8": 16323, "lines": 612, "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": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17493, "cached_input_tokens": 12032, "output_tokens": 318, "reasoning_output_tokens": 190}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..dbf6f09241e24006e63a01593ac42b2cd7e19b4b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_a0759e0f3d0919ce",
+    "api_calls": 0,
+    "input_tokens": 17493,
+    "cached_input_tokens": 12032,
+    "output_tokens": 318,
+    "total_tokens": 17811,
+    "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": 8754.03,
+    "sql_execution_elapsed_ms_total": 43.08,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/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_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..90ff57da64c31237364be9268994fc5f67e3a754
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/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": "2026-05-19T15:29:09.894503+00:00",
+  "ended_at": "2026-05-19T15:29:18.648565+00:00",
+  "elapsed_ms": 8754.03,
+  "prompt_metrics": {
+    "chars": 16323,
+    "bytes_utf8": 16323,
+    "lines": 612,
+    "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": 464,
+      "bytes_utf8": 464,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17493,
+      "cached_input_tokens": 12032,
+      "output_tokens": 318,
+      "reasoning_output_tokens": 190
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d4c0736b49adbca3cc2af5649dea543bca7be199
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,612 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_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": "c11",
+  "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=a4.",
+  "planned_template_id": "tpl_clickbench_group_distinct_topk",
+  "bindings": {
+    "group_col": "a4",
+    "entity_col": "a4",
+    "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_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..44d01dccbd3162093323aa8b6704e9e8abee370f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40da-ee0b-70a3-808c-c68c955656ca"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a4\\\", COUNT(DISTINCT \\\"a4\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a4\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Applied the required template with group_col=\\\"a4\\\" and entity_col=\\\"a4\\\" on the single table \\\"c11\\\". Because the grouped column and distinct-counted column are the same, each non-NULL group will have distinct_entities = 1, while a NULL group would yield 0.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17493,"cached_input_tokens":12032,"output_tokens":318,"reasoning_output_tokens":190}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2718afa39c9df8c515fcb00f79e804f4c86e3c2b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"a4\", COUNT(DISTINCT \"a4\") AS distinct_entities\nFROM \"c11\"\nGROUP BY \"a4\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Applied the required template with group_col=\"a4\" and entity_col=\"a4\" on the single table \"c11\". Because the grouped column and distinct-counted column are the same, each non-NULL group will have distinct_entities = 1, while a NULL group would yield 0."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a0759e0f3d0919ce/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f8d2b315a7a23063698111f191b22120fef39569
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16372, "bytes_utf8": 16372, "lines": 612, "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": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17545, "cached_input_tokens": 16768, "output_tokens": 273, "reasoning_output_tokens": 157}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ebf31af5c125a51013ed747dd3d81e28fd64225
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_a217cc4cf834c469",
+    "api_calls": 0,
+    "input_tokens": 17545,
+    "cached_input_tokens": 16768,
+    "output_tokens": 273,
+    "total_tokens": 17818,
+    "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": 8905.19,
+    "sql_execution_elapsed_ms_total": 49.71,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/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_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff03ec82f610e4de8eaedddafad0aded7637260c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/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": "2026-05-19T15:43:31.124430+00:00",
+  "ended_at": "2026-05-19T15:43:40.029644+00:00",
+  "elapsed_ms": 8905.19,
+  "prompt_metrics": {
+    "chars": 16372,
+    "bytes_utf8": 16372,
+    "lines": 612,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 736,
+    "bytes_utf8": 736,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 366,
+      "bytes_utf8": 366,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17545,
+      "cached_input_tokens": 16768,
+      "output_tokens": 273,
+      "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_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..98368854503bd70e8320c1154c35fb607a9cbcd9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,612 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=f4.",
+  "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "f4",
+    "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_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1549d57b0f99a18900f3871bf6264c384a3b2787
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e8-1232-78b0-8530-9adca0abd22e"}
+{"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    \\\"a2\\\",\\n    \\\"f4\\\",\\n    COUNT(*) AS support\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"f4\\\"\\nORDER BY support ASC, \\\"a2\\\", \\\"f4\\\"\\nLIMIT 13;\",\"notes\":\"Applied the Pairwise Sparse Slice Count template using \\\"a2\\\" and \\\"f4\\\" as the grouped columns, ordered by lowest support first, limited to 13 rows.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17545,"cached_input_tokens":16768,"output_tokens":273,"reasoning_output_tokens":157}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1663361ec660de62802cafbb1da5fceee5519c65
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n    \"a2\",\n    \"f4\",\n    COUNT(*) AS support\nFROM \"c11\"\nGROUP BY \"a2\", \"f4\"\nORDER BY support ASC, \"a2\", \"f4\"\nLIMIT 13;","notes":"Applied the Pairwise Sparse Slice Count template using \"a2\" and \"f4\" as the grouped columns, ordered by lowest support first, limited to 13 rows."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a217cc4cf834c469/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c91f1d408a8fe56087857d8df777ffc924ded0e2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16325, "bytes_utf8": 16325, "lines": 612, "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": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17493, "cached_input_tokens": 12032, "output_tokens": 385, "reasoning_output_tokens": 258}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..4dd33387a53a44cc1fc4526d91d2b36251063a5c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_a3f8ed2f18719563",
+    "api_calls": 0,
+    "input_tokens": 17493,
+    "cached_input_tokens": 12032,
+    "output_tokens": 385,
+    "total_tokens": 17878,
+    "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": 14902.17,
+    "sql_execution_elapsed_ms_total": 41.67,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/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_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..58fe0c99165090d240aa38f6e4a275a93d3aaf15
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/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": "2026-05-19T15:29:30.505236+00:00",
+  "ended_at": "2026-05-19T15:29:45.407444+00:00",
+  "elapsed_ms": 14902.17,
+  "prompt_metrics": {
+    "chars": 16325,
+    "bytes_utf8": 16325,
+    "lines": 612,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1161,
+    "bytes_utf8": 1161,
+    "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": 460,
+      "bytes_utf8": 460,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17493,
+      "cached_input_tokens": 12032,
+      "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_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4ca05fc4a398ad105a904fc4b5c1c1b515813d18
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,612 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_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": "c11",
+  "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=a5.",
+  "planned_template_id": "tpl_clickbench_group_distinct_topk",
+  "bindings": {
+    "group_col": "a5",
+    "entity_col": "a5",
+    "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 {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_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..21a7d33ce4d7a8d9eb331bd629e143e93cfbaa20
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,5 @@
+{"type":"thread.started","thread_id":"019e40db-3e80-7492-b684-f41a3ee62d65"}
+{"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 1967729, Requested 18128. Please try again in -424ms. 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_clickbench_group_distinct_topk\\nSELECT \\\"a5\\\", COUNT(DISTINCT \\\"a5\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a5\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 19;\",\"notes\":\"Applied the required template with bound roles group_col=\\\"a5\\\" and entity_col=\\\"a5\\\" on the single table \\\"c11\\\". Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have a distinct count of 1.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17493,"cached_input_tokens":12032,"output_tokens":385,"reasoning_output_tokens":258}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..99df8c9c5ba7d2012a7ae76acfef9905e852aa00
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"a5\", COUNT(DISTINCT \"a5\") AS \"distinct_entities\"\nFROM \"c11\"\nGROUP BY \"a5\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 19;","notes":"Applied the required template with bound roles group_col=\"a5\" and entity_col=\"a5\" on the single table \"c11\". Because the grouped column and distinct-counted column 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_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a3f8ed2f18719563/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..41a616832eb230c5d959355ecec7feb1d36ac0bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 17008, "bytes_utf8": 17008, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 725, "bytes_utf8": 725, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17676, "cached_input_tokens": 12032, "output_tokens": 652, "reasoning_output_tokens": 456}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b306dd437829b811940ef69c0403d8b57a0b90e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_a5c15fda203a7e70",
+    "api_calls": 0,
+    "input_tokens": 17676,
+    "cached_input_tokens": 12032,
+    "output_tokens": 652,
+    "total_tokens": 18328,
+    "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": 12341.48,
+    "sql_execution_elapsed_ms_total": 29.23,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/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_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c06bb6b87a89f820100dcfd177fc2209518458d6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/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": "2026-05-19T15:36:31.972169+00:00",
+  "ended_at": "2026-05-19T15:36:44.313677+00:00",
+  "elapsed_ms": 12341.48,
+  "prompt_metrics": {
+    "chars": 17008,
+    "bytes_utf8": 17008,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1090,
+    "bytes_utf8": 1090,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 725,
+      "bytes_utf8": 725,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17676,
+      "cached_input_tokens": 12032,
+      "output_tokens": 652,
+      "reasoning_output_tokens": 456
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9b83df5caa17372763f01f7f35f3301d677e8b38
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_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": "c11",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g2, condition_col=g2.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "g2",
+    "condition_col": "g2",
+    "condition_value": "b",
+    "positive_value": "b",
+    "negative_value": "o",
+    "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_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b5da3a8ce6a669ba4e68e709d8606fc213ea56cf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e1-aced-7632-8504-c4fe318284db"}
+{"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 \\\"g2\\\",\\n           SUM(CASE WHEN \\\"g2\\\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"g2\\\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c11\\\"\\n    GROUP BY \\\"g2\\\"\\n)\\nSELECT \\\"g2\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the required grouped ratio template with both group_col and condition_col bound to \\\"g2\\\", positive_value='b', and negative_value='o'. Because the grouping and condition columns are the same, some groups can yield NULL ratios when the denominator count is zero.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17676,"cached_input_tokens":12032,"output_tokens":652,"reasoning_output_tokens":456}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..05c1febe1c4a0cfd08b04309cb73dcda031885a9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"g2\",\n           SUM(CASE WHEN \"g2\" = 'b' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"g2\" = 'o' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c11\"\n    GROUP BY \"g2\"\n)\nSELECT \"g2\",\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the required grouped ratio template with both group_col and condition_col bound to \"g2\", positive_value='b', and negative_value='o'. Because the grouping and condition columns are the same, some groups can yield NULL ratios when the denominator count is zero."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a5c15fda203a7e70/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..14b0c74a2e73281f676f12ecdf03fd17b1c0984d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16206, "bytes_utf8": 16206, "lines": 610, "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": 293, "bytes_utf8": 293, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17478, "cached_input_tokens": 16768, "output_tokens": 235, "reasoning_output_tokens": 139}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d79551cab6d919a5e797ee533699657a229898db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_a61baf91b867df9e",
+    "api_calls": 0,
+    "input_tokens": 17478,
+    "cached_input_tokens": 16768,
+    "output_tokens": 235,
+    "total_tokens": 17713,
+    "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": 12535.16,
+    "sql_execution_elapsed_ms_total": 21.92,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/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_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..36875f1816cd645e48467577fce7253fc1e807fd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/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": "2026-05-19T15:41:02.322241+00:00",
+  "ended_at": "2026-05-19T15:41:14.857431+00:00",
+  "elapsed_ms": 12535.16,
+  "prompt_metrics": {
+    "chars": 16206,
+    "bytes_utf8": 16206,
+    "lines": 610,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 985,
+    "bytes_utf8": 985,
+    "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": 293,
+      "bytes_utf8": 293,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17478,
+      "cached_input_tokens": 16768,
+      "output_tokens": 235,
+      "reasoning_output_tokens": 139
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..079a043c987d071fd348ab51b9eb136474cd552b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,610 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=d3.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "d3",
+    "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\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_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..36a3138094db5e833131bbbafc73d1198b19e465
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,5 @@
+{"type":"thread.started","thread_id":"019e40e5-ccf8-7b82-b459-b7f282fd0bac"}
+{"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 1981944, Requested 18113. Please try again in 1ms. 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    \\\"d3\\\",\\n    COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d3\\\"\\nORDER BY \\\"support\\\" ASC, \\\"d3\\\"\\nLIMIT 18;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"d3\\\" and top_k bound to 18.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17478,"cached_input_tokens":16768,"output_tokens":235,"reasoning_output_tokens":139}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4be4573347e489a83636108cfbab65a4d8da1212
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"d3\",\n    COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"d3\"\nORDER BY \"support\" ASC, \"d3\"\nLIMIT 18;","notes":"Uses the Low-Support Group Count template with group_col bound to \"d3\" and top_k bound to 18."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a61baf91b867df9e/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..626c4f94bd5ce6cf88555edc4c968b6f08883037
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16325, "bytes_utf8": 16325, "lines": 612, "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": 17493, "cached_input_tokens": 12032, "output_tokens": 307, "reasoning_output_tokens": 194}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..eda3eac3c0fbcc533f8df47c94af2e5467245d7f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_a62c38aed5fea3ac",
+    "api_calls": 0,
+    "input_tokens": 17493,
+    "cached_input_tokens": 12032,
+    "output_tokens": 307,
+    "total_tokens": 17800,
+    "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": 17757.94,
+    "sql_execution_elapsed_ms_total": 21.84,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/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_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2ca3158be1389e93a3ff9de4fde1396c552c7ac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/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": "2026-05-19T15:28:52.107803+00:00",
+  "ended_at": "2026-05-19T15:29:09.865770+00:00",
+  "elapsed_ms": 17757.94,
+  "prompt_metrics": {
+    "chars": 16325,
+    "bytes_utf8": 16325,
+    "lines": 612,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 770,
+    "bytes_utf8": 770,
+    "lines": 4,
+    "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": 17493,
+      "cached_input_tokens": 12032,
+      "output_tokens": 307,
+      "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_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b7ce93da614459f8645ef5a87a848326709c921
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,612 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_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": "c11",
+  "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=a3.",
+  "planned_template_id": "tpl_clickbench_group_distinct_topk",
+  "bindings": {
+    "group_col": "a3",
+    "entity_col": "a3",
+    "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}, 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_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..534c8bce3dfefa153aa984427bdea422a066d1c4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40da-a887-78b0-b37a-32a819875e5a"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a3\\\", COUNT(DISTINCT \\\"a3\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with group_col=\\\"a3\\\" and entity_col=\\\"a3\\\" exactly as bound. Because the grouped column and distinct entity column are the same, each non-NULL group will have distinct_entities = 1.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17493,"cached_input_tokens":12032,"output_tokens":307,"reasoning_output_tokens":194}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c6dee4e8506ec035422d39e1374b52da05a28b81
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"a3\", COUNT(DISTINCT \"a3\") AS distinct_entities\nFROM \"c11\"\nGROUP BY \"a3\"\nORDER BY distinct_entities DESC\nLIMIT 17;","notes":"Used the required template with group_col=\"a3\" and entity_col=\"a3\" exactly as bound. Because the grouped column and distinct entity column are the same, each non-NULL group will have distinct_entities = 1."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a62c38aed5fea3ac/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c24118eca0152d221b1055b6ba396e4d1cb989e2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16206, "bytes_utf8": 16206, "lines": 610, "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": 267, "bytes_utf8": 267, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17477, "cached_input_tokens": 12032, "output_tokens": 282, "reasoning_output_tokens": 196}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c1e7229763379a2da809f4cb13291c249b7948f8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_a84d224f7c09b930",
+    "api_calls": 0,
+    "input_tokens": 17477,
+    "cached_input_tokens": 12032,
+    "output_tokens": 282,
+    "total_tokens": 17759,
+    "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": 7848.47,
+    "sql_execution_elapsed_ms_total": 24.57,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/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_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..12d0da06f8e6823efaec53d844f0b6b3ec4e5017
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/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": "2026-05-19T15:40:42.636698+00:00",
+  "ended_at": "2026-05-19T15:40:50.485197+00:00",
+  "elapsed_ms": 7848.47,
+  "prompt_metrics": {
+    "chars": 16206,
+    "bytes_utf8": 16206,
+    "lines": 610,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 620,
+    "bytes_utf8": 620,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 267,
+      "bytes_utf8": 267,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17477,
+      "cached_input_tokens": 12032,
+      "output_tokens": 282,
+      "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_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bc052541ff86488e7660578c40c51d7e7705c6a0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,610 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=d2.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "d2",
+    "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_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..85c522ab071196d303f8b509e0c9abf19d3222b5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e5-8015-7022-ade3-9afbf3f2a82f"}
+{"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    \\\"d2\\\",\\n    COUNT(*) AS support\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d2\\\"\\nORDER BY support ASC, \\\"d2\\\"\\nLIMIT 17;\",\"notes\":\"Applied the planned Low-Support Group Count template on \\\"d2\\\" with LIMIT 17.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17477,"cached_input_tokens":12032,"output_tokens":282,"reasoning_output_tokens":196}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0e6b5cea938e9a2adbb7261d531379a1222d64cd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"d2\",\n    COUNT(*) AS support\nFROM \"c11\"\nGROUP BY \"d2\"\nORDER BY support ASC, \"d2\"\nLIMIT 17;","notes":"Applied the planned Low-Support Group Count template on \"d2\" with LIMIT 17."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_a84d224f7c09b930/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cca89d4538fa351119826d900e7238b71336a599
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16450, "bytes_utf8": 16450, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17528, "cached_input_tokens": 12032, "output_tokens": 378, "reasoning_output_tokens": 272}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..012871e9c5534b3596bac253950533b00e05a642
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_ad0bb5bf35612b80",
+    "api_calls": 0,
+    "input_tokens": 17528,
+    "cached_input_tokens": 12032,
+    "output_tokens": 378,
+    "total_tokens": 17906,
+    "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": 9646.53,
+    "sql_execution_elapsed_ms_total": 39.47,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/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_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..240e72b772357b4e1f600efc001c110867698cb3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/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": "2026-05-19T15:34:48.914136+00:00",
+  "ended_at": "2026-05-19T15:34:58.560702+00:00",
+  "elapsed_ms": 9646.53,
+  "prompt_metrics": {
+    "chars": 16450,
+    "bytes_utf8": 16450,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 708,
+    "bytes_utf8": 708,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 349,
+      "bytes_utf8": 349,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17528,
+      "cached_input_tokens": 12032,
+      "output_tokens": 378,
+      "reasoning_output_tokens": 272
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..825ae05fe69067bfd247d5ac4f8f83a9b66836b5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=e5, condition_col=e5.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "e5",
+    "condition_col": "e5",
+    "condition_value": "o",
+    "positive_value": "b",
+    "negative_value": "o",
+    "top_k": 18,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\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_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f0221a775e319d881c2588463f9f2be9f50a7f01
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e0-1a5a-7881-baf0-052a8ab7f1db"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e5\\\",\\n       AVG(CASE WHEN \\\"e5\\\" = 'o' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e5\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template exactly with \\\"e5\\\" as both group_col and condition_col, using condition_value 'o'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17528,"cached_input_tokens":12032,"output_tokens":378,"reasoning_output_tokens":272}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..31966ca04efb145ffbd431396a093f7be1d755be
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"e5\",\n       AVG(CASE WHEN \"e5\" = 'o' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c11\"\nGROUP BY \"e5\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the Grouped Condition Rate template exactly with \"e5\" as both group_col and condition_col, using condition_value 'o'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ad0bb5bf35612b80/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ccd12ae10bcc0c414a279277c9f7529aaddd7992
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16439, "bytes_utf8": 16439, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17528, "cached_input_tokens": 16768, "output_tokens": 308, "reasoning_output_tokens": 182}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b62982acbbb27c87bbc71484355fb408ff401a1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_ae0e4cfa932d171a",
+    "api_calls": 0,
+    "input_tokens": 17528,
+    "cached_input_tokens": 16768,
+    "output_tokens": 308,
+    "total_tokens": 17836,
+    "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": 14596.16,
+    "sql_execution_elapsed_ms_total": 23.49,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/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_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..510775b6384e633df396217ef76cd89ab9ed0286
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/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": "2026-05-19T15:34:07.781234+00:00",
+  "ended_at": "2026-05-19T15:34:22.377430+00:00",
+  "elapsed_ms": 14596.16,
+  "prompt_metrics": {
+    "chars": 16439,
+    "bytes_utf8": 16439,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1169,
+    "bytes_utf8": 1169,
+    "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": 485,
+      "bytes_utf8": 485,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17528,
+      "cached_input_tokens": 16768,
+      "output_tokens": 308,
+      "reasoning_output_tokens": 182
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aabdc6464b5a8eb3dc8a7dc4dcb93d12b53ada26
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=e4, condition_col=e4.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "e4",
+    "condition_col": "e4",
+    "condition_value": "b",
+    "positive_value": "b",
+    "negative_value": "o",
+    "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_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f6726463d2b1dad10f2527cd3112c0a09397a3b3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,5 @@
+{"type":"thread.started","thread_id":"019e40df-79b5-7e30-b809-93e6885a665d"}
+{"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 18163. Please try again in 544ms. 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 \\\"e4\\\",\\n       AVG(CASE WHEN \\\"e4\\\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e4\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with both group_col and condition_col bound to \\\"e4\\\" and condition_value bound to 'b'. Because the grouping column and condition column are the same, the resulting condition_rate is deterministic within each e4 group.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17528,"cached_input_tokens":16768,"output_tokens":308,"reasoning_output_tokens":182}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..faf78b0452053dae60c4f1fe1e5aff8090b1b448
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"e4\",\n       AVG(CASE WHEN \"e4\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"e4\"\nORDER BY condition_rate DESC;","notes":"Applied the required Grouped Condition Rate template with both group_col and condition_col bound to \"e4\" and condition_value bound to 'b'. Because the grouping column and condition column are the same, the resulting condition_rate is deterministic within each e4 group."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ae0e4cfa932d171a/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..805fa82e4f15a48c14cd5bbac6000b6985d2914c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/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": "2026-05-19T15:52:40.088626+00:00",
+  "ended_at": "2026-05-19T15:52:43.387256+00:00",
+  "elapsed_ms": 3298.6,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 16508,
+    "bytes_utf8": 16508,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bcc8dd86d139dee86c3867a1cbbb344fff2eb107
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/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": "2026-05-19T15:52:44.390075+00:00",
+  "ended_at": "2026-05-19T15:52:47.705194+00:00",
+  "elapsed_ms": 3315.07,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 16508,
+    "bytes_utf8": 16508,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..590244f149d40d19bddba837785a56c63e32c028
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=e1, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "a3",
+    "group_col_2": "e1",
+    "target_col": "class",
+    "target_value": "draw",
+    "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},\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_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..590244f149d40d19bddba837785a56c63e32c028
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=e1, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "a3",
+    "group_col_2": "e1",
+    "target_col": "class",
+    "target_value": "draw",
+    "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},\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_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..08179dc707dc3e99f04f57a110194725372e6208
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-72c6-72d0-bb1a-f5245233ae5c"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3900e893e43adcbdc67e73d6ed02986ff75f7182
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-72c6-72d0-bb1a-f5245233ae5c"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..29941e5e92d73206e89b84ef00347f79ed2c908e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-837c-7b01-b88a-de8eb24cd05f"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..401c4d549dd8145cbba7c704b361bbaf6ad417df
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-837c-7b01-b88a-de8eb24cd05f"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_b3b1ddf0b19e7f19/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..50450f99238e9086d9735ca057e03c2030394b9c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16547, "bytes_utf8": 16547, "lines": 613, "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": 17581, "cached_input_tokens": 16768, "output_tokens": 555, "reasoning_output_tokens": 411}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0099e954c714a681a05ac8218c718ef3dc6141bc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_bd64acf95d6876c9",
+    "api_calls": 0,
+    "input_tokens": 17581,
+    "cached_input_tokens": 16768,
+    "output_tokens": 555,
+    "total_tokens": 18136,
+    "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": 14978.91,
+    "sql_execution_elapsed_ms_total": 48.62,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/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_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..68f65a9b909036ef3090e9090bed812460fc1597
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/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": "2026-05-19T15:47:48.676668+00:00",
+  "ended_at": "2026-05-19T15:48:03.655622+00:00",
+  "elapsed_ms": 14978.91,
+  "prompt_metrics": {
+    "chars": 16547,
+    "bytes_utf8": 16547,
+    "lines": 613,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 810,
+    "bytes_utf8": 810,
+    "lines": 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": 17581,
+      "cached_input_tokens": 16768,
+      "output_tokens": 555,
+      "reasoning_output_tokens": 411
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f03e8830530d90edcadd9c7b26a2351e07f167cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,613 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=a4, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "a4",
+    "target_col": "class",
+    "target_value": "draw",
+    "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_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..22c953e383fe02d289b8f806a4368725ba3bbcd2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ec-00e3-7fd3-b983-6d2390f46178"}
+{"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  \\\"a4\\\",\\n  COUNT(*) AS \\\"support\\\",\\n  AVG(CASE WHEN \\\"class\\\" = 'draw' THEN 1.0 ELSE 0.0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a4\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 14;\",\"notes\":\"Groups by \\\"a4\\\" and ranks categories by the share of rows where \\\"class\\\" = 'draw', filtered to groups with support of at least 5.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":16768,"output_tokens":555,"reasoning_output_tokens":411}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6d2d36fe6eee321163a63abce50e173b6ed7ec63
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n  \"a4\",\n  COUNT(*) AS \"support\",\n  AVG(CASE WHEN \"class\" = 'draw' THEN 1.0 ELSE 0.0 END) AS \"focus_rate\"\nFROM \"c11\"\nGROUP BY \"a4\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 14;","notes":"Groups by \"a4\" and ranks categories by the share of rows where \"class\" = 'draw', filtered to groups with support of at least 5."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bd64acf95d6876c9/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4e0e166b9b4d74c69e548a544abd7ce8c8cbc614
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16492, "bytes_utf8": 16492, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17567, "cached_input_tokens": 12032, "output_tokens": 405, "reasoning_output_tokens": 285}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..30a0cb5d271ac9a85407cee2fa5bec21c30161d2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_bdf7700394a6afaf",
+    "api_calls": 0,
+    "input_tokens": 17567,
+    "cached_input_tokens": 12032,
+    "output_tokens": 405,
+    "total_tokens": 17972,
+    "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": 8957.81,
+    "sql_execution_elapsed_ms_total": 54.7,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/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_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..40bad8ff93772d42e30186d21a07ca1727df2db5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/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": "2026-05-19T15:50:55.894634+00:00",
+  "ended_at": "2026-05-19T15:51:04.852480+00:00",
+  "elapsed_ms": 8957.81,
+  "prompt_metrics": {
+    "chars": 16492,
+    "bytes_utf8": 16492,
+    "lines": 615,
+    "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": 366,
+      "bytes_utf8": 366,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17567,
+      "cached_input_tokens": 12032,
+      "output_tokens": 405,
+      "reasoning_output_tokens": 285
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f733967e9696701ca7342f0eaac220426d669b63
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=a3, group_col_2=d2, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "a3",
+    "group_col_2": "d2",
+    "target_col": "class",
+    "target_value": "win",
+    "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}, {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_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2e538be4864f8e5c44a77dcefd11347d4ed9a41f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ee-dbbc-7cd0-ad1d-9591512da85f"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"d2\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d2\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the required Two-Axis Target Rate Surface template on \\\"a3\\\" and \\\"d2\\\", computing the share of rows where \\\"class\\\" = 'win'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17567,"cached_input_tokens":12032,"output_tokens":405,"reasoning_output_tokens":285}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..52e547f1faa67887573eecea3c8a88ec51436f85
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"d2\",\n       AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"d2\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the required Two-Axis Target Rate Surface template on \"a3\" and \"d2\", computing the share of rows where \"class\" = 'win'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bdf7700394a6afaf/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8fa9a9b2daa771ef38c29e12efc1bc1fe9b100a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16453, "bytes_utf8": 16453, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 512, "bytes_utf8": 512, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17529, "cached_input_tokens": 16768, "output_tokens": 326, "reasoning_output_tokens": 182}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fceae486c7c76af3f54b7f2fc5c7f60de07eb29
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_bfd3610e0df07b24",
+    "api_calls": 0,
+    "input_tokens": 17529,
+    "cached_input_tokens": 16768,
+    "output_tokens": 326,
+    "total_tokens": 17855,
+    "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": 11603.74,
+    "sql_execution_elapsed_ms_total": 24.54,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/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_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0f413d0cd5d7b96a998d35dab0df6a68ea77e15
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/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": "2026-05-19T15:35:16.411193+00:00",
+  "ended_at": "2026-05-19T15:35:28.014953+00:00",
+  "elapsed_ms": 11603.74,
+  "prompt_metrics": {
+    "chars": 16453,
+    "bytes_utf8": 16453,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 867,
+    "bytes_utf8": 867,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 512,
+      "bytes_utf8": 512,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17529,
+      "cached_input_tokens": 16768,
+      "output_tokens": 326,
+      "reasoning_output_tokens": 182
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..07577a53f9432306b403766647e963f117b2f6ed
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=f1, condition_col=f1.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "f1",
+    "condition_col": "f1",
+    "condition_value": "b",
+    "positive_value": "b",
+    "negative_value": "o",
+    "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_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..539fc4742b403ae9f71c95cf44cd7202d0b0ecc3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e0-85c8-7800-a9c1-8d9968e6cf0b"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"f1\\\",\\n       AVG(CASE WHEN \\\"f1\\\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"f1\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col and condition_col both bound to \\\"f1\\\" and condition_value bound to 'b'. Because the grouping column and condition column are the same, each group's rate is deterministic: 1.0 for group 'b' and 0.0 for other distinct \\\"f1\\\" values.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17529,"cached_input_tokens":16768,"output_tokens":326,"reasoning_output_tokens":182}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..45703c5260f00a9ffeecab5df02d532eff2495b9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"f1\",\n       AVG(CASE WHEN \"f1\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"f1\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col and condition_col both bound to \"f1\" and condition_value bound to 'b'. Because the grouping column and condition column are the same, each group's rate is deterministic: 1.0 for group 'b' and 0.0 for other distinct \"f1\" values."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_bfd3610e0df07b24/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dc4b9567c05c2916a55849f47047087f29759323
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16500, "bytes_utf8": 16500, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 443, "bytes_utf8": 443, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17568, "cached_input_tokens": 12032, "output_tokens": 551, "reasoning_output_tokens": 412}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..16dc570e41208bfd2ab27a327dc23dab9deeb673
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_c0b4417bb1300b5e",
+    "api_calls": 0,
+    "input_tokens": 17568,
+    "cached_input_tokens": 12032,
+    "output_tokens": 551,
+    "total_tokens": 18119,
+    "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": 11853.52,
+    "sql_execution_elapsed_ms_total": 86.18,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/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_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..820ccb3e910dfab512afeb27c034095240c6c695
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/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": "2026-05-19T15:51:04.915246+00:00",
+  "ended_at": "2026-05-19T15:51:16.768798+00:00",
+  "elapsed_ms": 11853.52,
+  "prompt_metrics": {
+    "chars": 16500,
+    "bytes_utf8": 16500,
+    "lines": 615,
+    "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": 443,
+      "bytes_utf8": 443,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17568,
+      "cached_input_tokens": 12032,
+      "output_tokens": 551,
+      "reasoning_output_tokens": 412
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cf6db0623c25be04dffd37f2f29cc029c446b5fd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=d2, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "a3",
+    "group_col_2": "d2",
+    "target_col": "class",
+    "target_value": "win",
+    "top_k": 19,
+    "top_n": 7,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_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_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11e89e57783e61071dedc569a77ae14448b04011
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ee-feea-7d90-8730-b2e7f5081fd6"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate.\\nSELECT \\\"a3\\\", \\\"d2\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'win' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"d2\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the requested Two-Axis Target Rate Surface template with group_col=\\\"a3\\\", group_col_2=\\\"d2\\\", and target_col=\\\"class\\\", computing the proportion of rows with class='win' for each (a3, d2) combination.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17568,"cached_input_tokens":12032,"output_tokens":551,"reasoning_output_tokens":412}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..065087c21d8a6de58e61e412aa71cd1d44d7be7a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate.\nSELECT \"a3\", \"d2\",\n       AVG(CASE WHEN \"class\" = 'win' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"d2\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the requested Two-Axis Target Rate Surface template with group_col=\"a3\", group_col_2=\"d2\", and target_col=\"class\", computing the proportion of rows with class='win' for each (a3, d2) combination."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c0b4417bb1300b5e/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bc0b2eae5eb869a49e52b2886a4e335b5bd99d61
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16370, "bytes_utf8": 16370, "lines": 612, "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": 327, "bytes_utf8": 327, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17546, "cached_input_tokens": 12032, "output_tokens": 383, "reasoning_output_tokens": 269}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..dec1f4bf98fdce826e6395feaed796ec22be667e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_c45b769ee537e80a",
+    "api_calls": 0,
+    "input_tokens": 17546,
+    "cached_input_tokens": 12032,
+    "output_tokens": 383,
+    "total_tokens": 17929,
+    "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": 12097.81,
+    "sql_execution_elapsed_ms_total": 50.04,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/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_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a94eaaf36761846e54b3a34b1f12a7dbcd21bda7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/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": "2026-05-19T15:44:30.968357+00:00",
+  "ended_at": "2026-05-19T15:44:43.066196+00:00",
+  "elapsed_ms": 12097.81,
+  "prompt_metrics": {
+    "chars": 16370,
+    "bytes_utf8": 16370,
+    "lines": 612,
+    "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": 327,
+      "bytes_utf8": 327,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17546,
+      "cached_input_tokens": 12032,
+      "output_tokens": 383,
+      "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_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ece029539525f9f1079e12863de1c6a08be33c2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,612 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=a2, group_col_2=g1.",
+  "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "g1",
+    "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\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_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..918962d05d6a39a447903f3744d99ca5ccd6a86c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e8-fbf6-7302-8fa4-64d97e5232de"}
+{"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    \\\"a2\\\",\\n    \\\"g1\\\",\\n    COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"g1\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"g1\\\"\\nLIMIT 11;\",\"notes\":\"Uses the Pairwise Sparse Slice Count template with group_col=\\\"a2\\\", group_col_2=\\\"g1\\\", and top_k=11.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17546,"cached_input_tokens":12032,"output_tokens":383,"reasoning_output_tokens":269}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c5a049ff2146195768f176c4cd872f5c22aeb322
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n    \"a2\",\n    \"g1\",\n    COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a2\", \"g1\"\nORDER BY \"support\" ASC, \"a2\", \"g1\"\nLIMIT 11;","notes":"Uses the Pairwise Sparse Slice Count template with group_col=\"a2\", group_col_2=\"g1\", and top_k=11."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c45b769ee537e80a/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bbd5e2480ceadaa401ced6c3a763fbf74ffd995f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16528, "bytes_utf8": 16528, "lines": 616, "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": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17547, "cached_input_tokens": 16768, "output_tokens": 307, "reasoning_output_tokens": 172}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..1e47a29dc350ba23e20f051cabb2ac191d25d1d4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_c5ff95af72a1701f",
+    "api_calls": 0,
+    "input_tokens": 17547,
+    "cached_input_tokens": 16768,
+    "output_tokens": 307,
+    "total_tokens": 17854,
+    "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": 13467.08,
+    "sql_execution_elapsed_ms_total": 6.94,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/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_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e7e8e8c5e42e769488a2dcd7f26245ee3b7fb19
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/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": "2026-05-19T15:58:09.137003+00:00",
+  "ended_at": "2026-05-19T15:58:22.604115+00:00",
+  "elapsed_ms": 13467.08,
+  "prompt_metrics": {
+    "chars": 16528,
+    "bytes_utf8": 16528,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 848,
+    "bytes_utf8": 848,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 480,
+      "bytes_utf8": 480,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17547,
+      "cached_input_tokens": 16768,
+      "output_tokens": 307,
+      "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_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e78a5d79cbbc30dbae45af3278c05a03bdf38de4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a5.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "a5",
+    "predicate_col": "a5",
+    "predicate_op": "=",
+    "predicate_value": "o",
+    "entity_col": "a5",
+    "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_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..209636fbc2a673da2892b804a00859fd9581f299
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f5-77fb-7e13-b206-1893507fc21d"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"a5\\\", COUNT(DISTINCT \\\"a5\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"a5\\\" = 'o'\\nGROUP BY \\\"a5\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Applied the provided template with group_col=\\\"a5\\\", entity_col=\\\"a5\\\", and predicate \\\"a5\\\" = 'o'. Because the grouped column and distinct-counted column are the same, the filtered result will report the distinct coverage for value 'o' within \\\"a5\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17547,"cached_input_tokens":16768,"output_tokens":307,"reasoning_output_tokens":172}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f042e1d19ffeb68ad6789cedc83670864f67adcc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"a5\", COUNT(DISTINCT \"a5\") AS distinct_entities\nFROM \"c11\"\nWHERE \"a5\" = 'o'\nGROUP BY \"a5\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Applied the provided template with group_col=\"a5\", entity_col=\"a5\", and predicate \"a5\" = 'o'. Because the grouped column and distinct-counted column are the same, the filtered result will report the distinct coverage for value 'o' within \"a5\"."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c5ff95af72a1701f/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..124aea75b0dc9a0cc4099944ce01c798b1f66ceb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16501, "bytes_utf8": 16501, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17568, "cached_input_tokens": 16768, "output_tokens": 582, "reasoning_output_tokens": 459}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..16f4516aaf6b7ffeda4190b6094ef7d6a95bcd21
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_c91e281dd019decd",
+    "api_calls": 0,
+    "input_tokens": 17568,
+    "cached_input_tokens": 16768,
+    "output_tokens": 582,
+    "total_tokens": 18150,
+    "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": 18776.3,
+    "sql_execution_elapsed_ms_total": 49.83,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/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_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..411c9145d8df9483762fd75617d3f0816fed8247
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/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": "2026-05-19T15:50:12.030853+00:00",
+  "ended_at": "2026-05-19T15:50:30.807182+00:00",
+  "elapsed_ms": 18776.3,
+  "prompt_metrics": {
+    "chars": 16501,
+    "bytes_utf8": 16501,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 759,
+    "bytes_utf8": 759,
+    "lines": 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": 17568,
+      "cached_input_tokens": 16768,
+      "output_tokens": 582,
+      "reasoning_output_tokens": 459
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..301938278a113492ae2c3ea3a0f30b087ccf8d1b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=a3, group_col_2=c6, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "a3",
+    "group_col_2": "c6",
+    "target_col": "class",
+    "target_value": "loss",
+    "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_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4feaa81854bd61e26dfe8db5752cba2351585e2c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ee-304b-7342-8cc0-21631afc9e32"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"a3\\\", \\\"c6\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\", \\\"c6\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the Two-Axis Target Rate Surface template using \\\"a3\\\" and \\\"c6\\\" as the grouping axes and \\\"class\\\" = 'loss' as the target-rate condition.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17568,"cached_input_tokens":16768,"output_tokens":582,"reasoning_output_tokens":459}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..daef17c1cfa6baccf2f0ca2b223c1e286c3cf906
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"a3\", \"c6\",\n       AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c11\"\nGROUP BY \"a3\", \"c6\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the Two-Axis Target Rate Surface template using \"a3\" and \"c6\" as the grouping axes and \"class\" = 'loss' as the target-rate condition."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_c91e281dd019decd/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bfc76cd2acab91e9f6836b05a7483101904934d8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:59:18.385193+00:00",
+  "ended_at": "2026-05-19T15:59:21.483261+00:00",
+  "elapsed_ms": 3098.04,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 16528,
+    "bytes_utf8": 16528,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d964f9ee38853f0a40986882a1373b80018cab9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:59:22.485971+00:00",
+  "ended_at": "2026-05-19T15:59:25.413917+00:00",
+  "elapsed_ms": 2927.88,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 16528,
+    "bytes_utf8": 16528,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..64f243ce12324996e80a6da944da02db62b93f24
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b3.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "b3",
+    "predicate_col": "b3",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "entity_col": "b3",
+    "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_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..64f243ce12324996e80a6da944da02db62b93f24
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b3.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "b3",
+    "predicate_col": "b3",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "entity_col": "b3",
+    "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_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..058114c5263aed351af67bb40b2490aab27b46f2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f6-8683-7733-96ed-d2c74c6eeeeb"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e2b8e78ba73a5e5ca11d8a335e03a31c374d379
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f6-8683-7733-96ed-d2c74c6eeeeb"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fce266e443ce3c059c1602da00bd3e944061bb5f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f6-9680-7233-ba05-556ab0aab254"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8762bc94beadcacdb1823edb7dc74423e85d9aba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f6-9680-7233-ba05-556ab0aab254"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_caa0e42f05943c37/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fc96e0f72e4160a8d7381281c22d004ed951ba5d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16530, "bytes_utf8": 16530, "lines": 616, "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": 515, "bytes_utf8": 515, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17547, "cached_input_tokens": 16768, "output_tokens": 358, "reasoning_output_tokens": 215}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..09492e8860c3530f8c7931d253bfb46ff2989a77
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_cf8b934c430c2b87",
+    "api_calls": 0,
+    "input_tokens": 17547,
+    "cached_input_tokens": 16768,
+    "output_tokens": 358,
+    "total_tokens": 17905,
+    "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": 9544.07,
+    "sql_execution_elapsed_ms_total": 7.15,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/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_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f6f519013919aa8f763c2c29c6e6d9564ffa2dea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/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": "2026-05-19T15:59:08.828187+00:00",
+  "ended_at": "2026-05-19T15:59:18.372277+00:00",
+  "elapsed_ms": 9544.07,
+  "prompt_metrics": {
+    "chars": 16530,
+    "bytes_utf8": 16530,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 887,
+    "bytes_utf8": 887,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 515,
+      "bytes_utf8": 515,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17547,
+      "cached_input_tokens": 16768,
+      "output_tokens": 358,
+      "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_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ff5e3bd87c024761cab8aa29c57cdd3d071cae2d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=b2.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "b2",
+    "predicate_col": "b6",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "entity_col": "b2",
+    "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_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c9269b86d82210ce973dba1536b19cc0fc4db36
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f6-6125-75f3-8a3b-23f53854350a"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b2\\\", COUNT(DISTINCT \\\"b2\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"b6\\\" = 'x'\\nGROUP BY \\\"b2\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 16;\",\"notes\":\"Used the provided filtered top-k distinct coverage template with group_col=\\\"b2\\\", entity_col=\\\"b2\\\", predicate \\\"b6\\\" = 'x', and LIMIT 16. Because the grouped column and distinct-count column are the same, each non-null group will typically have a distinct_entities value of 1.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17547,"cached_input_tokens":16768,"output_tokens":358,"reasoning_output_tokens":215}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b00e10144b4555a7f31a4545167ae2224d7b7cdd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"b2\", COUNT(DISTINCT \"b2\") AS \"distinct_entities\"\nFROM \"c11\"\nWHERE \"b6\" = 'x'\nGROUP BY \"b2\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 16;","notes":"Used the provided filtered top-k distinct coverage template with group_col=\"b2\", entity_col=\"b2\", predicate \"b6\" = 'x', and LIMIT 16. Because the grouped column and distinct-count column are the same, each non-null 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_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cf8b934c430c2b87/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1b2ec561dbd7e807d5285cee1c86351f740bf264
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16439, "bytes_utf8": 16439, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17528, "cached_input_tokens": 12032, "output_tokens": 431, "reasoning_output_tokens": 294}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..013e47f4262c29ffb1bb04de894166f88e0fc3cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_cfbfb718dcd4a816",
+    "api_calls": 0,
+    "input_tokens": 17528,
+    "cached_input_tokens": 12032,
+    "output_tokens": 431,
+    "total_tokens": 17959,
+    "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": 9821.94,
+    "sql_execution_elapsed_ms_total": 45.87,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/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_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..aec93b40e63108a2d3ff15bf0e592a7f5d4b54ad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/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": "2026-05-19T15:34:58.610623+00:00",
+  "ended_at": "2026-05-19T15:35:08.432600+00:00",
+  "elapsed_ms": 9821.94,
+  "prompt_metrics": {
+    "chars": 16439,
+    "bytes_utf8": 16439,
+    "lines": 615,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 828,
+    "bytes_utf8": 828,
+    "lines": 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": 17528,
+      "cached_input_tokens": 12032,
+      "output_tokens": 431,
+      "reasoning_output_tokens": 294
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..96065ca3221aa6e69847c8189636514b8a3ef3db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=e6, condition_col=e6.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "e6",
+    "condition_col": "e6",
+    "condition_value": "b",
+    "positive_value": "b",
+    "negative_value": "o",
+    "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},\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_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aaebbe7301289926bb2601f9cd92db4e03543e12
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e0-4031-7033-9392-a334f6ce3d6a"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e6\\\",\\n       AVG(CASE WHEN \\\"e6\\\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e6\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with group_col=\\\"e6\\\" and condition_col=\\\"e6\\\" using condition_value='b'. Since the grouping and condition use the same column, the resulting rate is 1.0 for the 'b' group and 0.0 for other non-null groups.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17528,"cached_input_tokens":12032,"output_tokens":431,"reasoning_output_tokens":294}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..23bb7b3ff399a41174eaad790390605944032a79
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"e6\",\n       AVG(CASE WHEN \"e6\" = 'b' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c11\"\nGROUP BY \"e6\"\nORDER BY condition_rate DESC;","notes":"Applied the required Grouped Condition Rate template with group_col=\"e6\" and condition_col=\"e6\" using condition_value='b'. Since the grouping and condition use the same column, the resulting rate is 1.0 for the 'b' group and 0.0 for other non-null groups."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_cfbfb718dcd4a816/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b780c3913a08023676fba8dcff001cdc2c69358c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/conversation.jsonl
@@ -0,0 +1,4 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16393, "bytes_utf8": 16393, "lines": 614, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "}
+{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 16393, "bytes_utf8": 16393, "lines": 614, "estimated_tokens": null}}
+{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17516, "cached_input_tokens": 16768, "output_tokens": 223, "reasoning_output_tokens": 114}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6b7bcbe4d2f7198a9cc1162bf8db88882aa8c0c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 2,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_d3b341e305880003",
+    "api_calls": 0,
+    "input_tokens": 17516,
+    "cached_input_tokens": 16768,
+    "output_tokens": 223,
+    "total_tokens": 17739,
+    "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": 11143.0,
+    "sql_execution_elapsed_ms_total": 8.59,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/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_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d38b1ebc530a6eae9eb90e3b96124be57eef5b30
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/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": "2026-05-19T15:54:06.018206+00:00",
+  "ended_at": "2026-05-19T15:54:12.866648+00:00",
+  "elapsed_ms": 6848.41,
+  "prompt_metrics": {
+    "chars": 16393,
+    "bytes_utf8": 16393,
+    "lines": 614,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 723,
+    "bytes_utf8": 723,
+    "lines": 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": 17516,
+      "cached_input_tokens": 16768,
+      "output_tokens": 223,
+      "reasoning_output_tokens": 114
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7df518cd737274050c38a2e2d0a6d749b89fe164
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-adb4-71b1-801c-432b60039075"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c97fcb635cf0de318d266fb7065d5bfbba6a83f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_response_attempt_2.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"d6\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"d6\" = 'o'\nGROUP BY \"d6\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"d6\", predicate_col=\"d6\", predicate_op=\"=\", predicate_value='o', top_k=14."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d3b341e305880003/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d0f045590587831166d9b00f98ccdb2438657184
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_d4592ab6655897b6",
+    "api_calls": 0,
+    "input_tokens": 17581,
+    "cached_input_tokens": 16768,
+    "output_tokens": 522,
+    "total_tokens": 18103,
+    "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": 11783.4,
+    "sql_execution_elapsed_ms_total": 39.95,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/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_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..90be87fe8d507a4cba178417ccb4f0447c9cfefc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,613 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=a3, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "a3",
+    "target_col": "class",
+    "target_value": "loss",
+    "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\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_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9800b811bb4495eb36620a8c32d48eca6ff76368
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40eb-9f40-78f1-bb1f-0dcfb66b0b95"}
+{"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  \\\"a3\\\",\\n  COUNT(*) AS \\\"support\\\",\\n  AVG(CASE WHEN \\\"class\\\" = 'loss' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a3\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 13;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with \\\"a3\\\" as the grouping column and \\\"class\\\" as the target, focusing on rows where \\\"class\\\" = 'loss'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17581,"cached_input_tokens":16768,"output_tokens":522,"reasoning_output_tokens":376}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d5323e3b84e0aa737ce08972ff19630014d2e6f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n  \"a3\",\n  COUNT(*) AS \"support\",\n  AVG(CASE WHEN \"class\" = 'loss' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c11\"\nGROUP BY \"a3\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 13;","notes":"Uses the planned Tail Target-Rate Extremes template with \"a3\" as the grouping column and \"class\" as the target, focusing on rows where \"class\" = 'loss'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_d4592ab6655897b6/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..14e00872a42aa9787a8759d4511e4d3fe307390b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16506, "bytes_utf8": 16506, "lines": 616, "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": 335, "bytes_utf8": 335, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17559, "cached_input_tokens": 16768, "output_tokens": 297, "reasoning_output_tokens": 187}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..553e5e6d89b054d86297ace48f71d7341a7b6588
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_dbf3244be1e7b16b",
+    "api_calls": 0,
+    "input_tokens": 17559,
+    "cached_input_tokens": 16768,
+    "output_tokens": 297,
+    "total_tokens": 17856,
+    "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": 11399.04,
+    "sql_execution_elapsed_ms_total": 8.64,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/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_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff59b6dcd5e24d4dc4f1fffee271f62532fb92be
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/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": "2026-05-19T15:38:54.151201+00:00",
+  "ended_at": "2026-05-19T15:39:05.550265+00:00",
+  "elapsed_ms": 11399.04,
+  "prompt_metrics": {
+    "chars": 16506,
+    "bytes_utf8": 16506,
+    "lines": 616,
+    "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": 335,
+      "bytes_utf8": 335,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17559,
+      "cached_input_tokens": 16768,
+      "output_tokens": 297,
+      "reasoning_output_tokens": 187
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8ae8c75dad4630a72e80267ea69c3a38d59ec278
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=c1.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "c1",
+    "predicate_col": "b4",
+    "predicate_op": "=",
+    "predicate_value": "o",
+    "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_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1fd3da4c820d409de901a497b7c765ea39d1a49a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e3-d84b-78a1-b13a-e754ccbfab49"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"c1\\\", COUNT(*) AS row_count\\nFROM \\\"c11\\\"\\nWHERE \\\"b4\\\" = 'o'\\nGROUP BY \\\"a2\\\", \\\"c1\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided filtered two-dimensional group count template with group_col=\\\"a2\\\", group_col_2=\\\"c1\\\", and predicate \\\"b4\\\" = 'o'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17559,"cached_input_tokens":16768,"output_tokens":297,"reasoning_output_tokens":187}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5b0c13e6821059bf87b13e1794528daf6f370295
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"c1\", COUNT(*) AS row_count\nFROM \"c11\"\nWHERE \"b4\" = 'o'\nGROUP BY \"a2\", \"c1\"\nORDER BY row_count DESC;","notes":"Applied the provided filtered two-dimensional group count template with group_col=\"a2\", group_col_2=\"c1\", and predicate \"b4\" = 'o'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_dbf3244be1e7b16b/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94a8dea1307780a1c61d5db0803d7467af4db787
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16392, "bytes_utf8": 16392, "lines": 614, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 304, "bytes_utf8": 304, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17514, "cached_input_tokens": 16768, "output_tokens": 305, "reasoning_output_tokens": 209}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..a50164b4a022f6652fc592dd88a5a4948980ef70
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_ddd9aa5af4500632",
+    "api_calls": 0,
+    "input_tokens": 17514,
+    "cached_input_tokens": 16768,
+    "output_tokens": 305,
+    "total_tokens": 17819,
+    "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": 8177.15,
+    "sql_execution_elapsed_ms_total": 10.71,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/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_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5c0732c9fe1c8440c1ff4dd09657b882c28d6d14
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/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": "2026-05-19T15:54:56.920376+00:00",
+  "ended_at": "2026-05-19T15:55:05.097545+00:00",
+  "elapsed_ms": 8177.15,
+  "prompt_metrics": {
+    "chars": 16392,
+    "bytes_utf8": 16392,
+    "lines": 614,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 660,
+    "bytes_utf8": 660,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 304,
+      "bytes_utf8": 304,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17514,
+      "cached_input_tokens": 16768,
+      "output_tokens": 305,
+      "reasoning_output_tokens": 209
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..663bed999a576c6674516e2fc25c2b4e2f3d4f3c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,614 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=e3.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "e3",
+    "predicate_col": "e3",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "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_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..96ff4cf3fbcf8a503060be178280669660c7a4f9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-8932-73c3-9e2c-9ffe64e91ce2"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e3\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e3\\\" = 'x'\\nGROUP BY \\\"e3\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"e3\\\" and predicate \\\"e3\\\" = 'x'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17514,"cached_input_tokens":16768,"output_tokens":305,"reasoning_output_tokens":209}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..adc37030645b5b1275d60845c0fde506a6e8188a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e3\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"e3\" = 'x'\nGROUP BY \"e3\"\nORDER BY support DESC\nLIMIT 12;","notes":"Applied the provided Filtered Top-k Group Count template with group_col=\"e3\" and predicate \"e3\" = 'x'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ddd9aa5af4500632/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9a285aa2c82a1b5a55f428333138b43552dc30f6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16530, "bytes_utf8": 16530, "lines": 616, "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": 517, "bytes_utf8": 517, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17547, "cached_input_tokens": 16768, "output_tokens": 328, "reasoning_output_tokens": 184}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..5893686b3eb6e1bc0aa58c6911ad8827d87fd6b0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_e22f187b521bb1da",
+    "api_calls": 0,
+    "input_tokens": 17547,
+    "cached_input_tokens": 16768,
+    "output_tokens": 328,
+    "total_tokens": 17875,
+    "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": 10309.98,
+    "sql_execution_elapsed_ms_total": 42.86,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/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_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd3b9687b0740dd5c32a3b13b10fe4fdaf3bd22a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/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": "2026-05-19T15:58:35.025429+00:00",
+  "ended_at": "2026-05-19T15:58:45.335453+00:00",
+  "elapsed_ms": 10309.98,
+  "prompt_metrics": {
+    "chars": 16530,
+    "bytes_utf8": 16530,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 885,
+    "bytes_utf8": 885,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 517,
+      "bytes_utf8": 517,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17547,
+      "cached_input_tokens": 16768,
+      "output_tokens": 328,
+      "reasoning_output_tokens": 184
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0a3fe0be3f13bf6c159dc1c9b473ba0d5468ffb4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,616 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=a6.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "a6",
+    "predicate_col": "b4",
+    "predicate_op": "=",
+    "predicate_value": "b",
+    "entity_col": "a6",
+    "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_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce5c3ac8109ea3bbb6a39309720c17073e7f505d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f5-dd1b-7613-9988-878cf6980107"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"a6\\\", COUNT(DISTINCT \\\"a6\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b4\\\" = 'b'\\nGROUP BY \\\"a6\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\",\"notes\":\"Used the provided template and fixed bindings: group_col=\\\"a6\\\", entity_col=\\\"a6\\\", predicate_col=\\\"b4\\\", predicate_op=\\\"=\\\", predicate_value='b', top_k=19. 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":17547,"cached_input_tokens":16768,"output_tokens":328,"reasoning_output_tokens":184}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4c59d9ece5e0e4515dd05cf25178be628c5031a7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"a6\", COUNT(DISTINCT \"a6\") AS distinct_entities\nFROM \"c11\"\nWHERE \"b4\" = 'b'\nGROUP BY \"a6\"\nORDER BY distinct_entities DESC\nLIMIT 19;","notes":"Used the provided template and fixed bindings: group_col=\"a6\", entity_col=\"a6\", predicate_col=\"b4\", predicate_op=\"=\", predicate_value='b', top_k=19. 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_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e22f187b521bb1da/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..759d86522ce309fa6225c92c1262a75b3af98184
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16395, "bytes_utf8": 16395, "lines": 614, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17516, "cached_input_tokens": 16768, "output_tokens": 545, "reasoning_output_tokens": 434}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d9527bc448dd2a48d3a18c7575569211dcf83ee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_e31143507097f9d4",
+    "api_calls": 0,
+    "input_tokens": 17516,
+    "cached_input_tokens": 16768,
+    "output_tokens": 545,
+    "total_tokens": 18061,
+    "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": 14100.96,
+    "sql_execution_elapsed_ms_total": 24.85,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/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_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c688dc007dadf2be1070cc50756bf7077024056a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/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": "2026-05-19T15:56:22.479488+00:00",
+  "ended_at": "2026-05-19T15:56:36.580470+00:00",
+  "elapsed_ms": 14100.96,
+  "prompt_metrics": {
+    "chars": 16395,
+    "bytes_utf8": 16395,
+    "lines": 614,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 726,
+    "bytes_utf8": 726,
+    "lines": 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": 17516,
+      "cached_input_tokens": 16768,
+      "output_tokens": 545,
+      "reasoning_output_tokens": 434
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2200ba0df3ceeb78b0ff65fad5c094028afa5aee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,614 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=f1.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "f1",
+    "predicate_col": "f5",
+    "predicate_op": "=",
+    "predicate_value": "b",
+    "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_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..420821c49e9a3877aaa3efbc0cb0e7e3aa98e774
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f3-d763-7bb2-af5d-82de5cf9e64d"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"f1\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"f5\\\" = 'b'\\nGROUP BY \\\"f1\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 16;\",\"notes\":\"Uses the planned Filtered Top-k Group Count template with group_col=\\\"f1\\\", predicate_col=\\\"f5\\\", predicate_op=\\\"=\\\", predicate_value='b', and top_k=16.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17516,"cached_input_tokens":16768,"output_tokens":545,"reasoning_output_tokens":434}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d5d581445ceecb4b7a2d41c3d61d9d537cd3005
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"f1\", COUNT(*) AS \"support\"\nFROM \"c11\"\nWHERE \"f5\" = 'b'\nGROUP BY \"f1\"\nORDER BY \"support\" DESC\nLIMIT 16;","notes":"Uses the planned Filtered Top-k Group Count template with group_col=\"f1\", predicate_col=\"f5\", predicate_op=\"=\", predicate_value='b', and top_k=16."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_e31143507097f9d4/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d5037cce6766451ed3e3e8b04ce5a42b27c8fc6d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16370, "bytes_utf8": 16370, "lines": 612, "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": 17546, "cached_input_tokens": 16768, "output_tokens": 293, "reasoning_output_tokens": 172}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..265d6321aeeb2e9847cada5615524a1e1fe7b5f4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_edb84709f27d5632",
+    "api_calls": 0,
+    "input_tokens": 17546,
+    "cached_input_tokens": 16768,
+    "output_tokens": 293,
+    "total_tokens": 17839,
+    "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": 26088.22,
+    "sql_execution_elapsed_ms_total": 61.36,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/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_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5134ba241ef991fe7685b043bb80c3f31b92b23a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/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": "2026-05-19T15:43:40.087500+00:00",
+  "ended_at": "2026-05-19T15:44:06.175749+00:00",
+  "elapsed_ms": 26088.22,
+  "prompt_metrics": {
+    "chars": 16370,
+    "bytes_utf8": 16370,
+    "lines": 612,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 2397,
+    "bytes_utf8": 2397,
+    "lines": 9,
+    "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": 17546,
+      "cached_input_tokens": 16768,
+      "output_tokens": 293,
+      "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_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2379c17218f72b247638a6bbc3f1bb19c18050f2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,612 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=a2, group_col_2=f5.",
+  "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "f5",
+    "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\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_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec911997bc55423afb5b5f39cf680a314ae937ec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,9 @@
+{"type":"thread.started","thread_id":"019e40e8-3541-75d3-bd94-8738cf33f6ba"}
+{"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 18181. Please try again in 545ms. 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 1981928, Requested 18181. Please try again in 3ms. 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 2000000, Requested 18181. Please try again in 545ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1991176, Requested 18181. Please try again in 280ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 1/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1984697, Requested 18181. Please try again in 86ms. 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  \\\"a2\\\",\\n  \\\"f5\\\",\\n  COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"f5\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"f5\\\"\\nLIMIT 14;\",\"notes\":\"Uses the Pairwise Sparse Slice Count template with group_col=\\\"a2\\\" and group_col_2=\\\"f5\\\" to return the 14 rarest value pairs by support.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17546,"cached_input_tokens":16768,"output_tokens":293,"reasoning_output_tokens":172}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ac9ee5c6585128a233a9e6085d7b321e55ede22b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n  \"a2\",\n  \"f5\",\n  COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a2\", \"f5\"\nORDER BY \"support\" ASC, \"a2\", \"f5\"\nLIMIT 14;","notes":"Uses the Pairwise Sparse Slice Count template with group_col=\"a2\" and group_col_2=\"f5\" to return the 14 rarest value pairs by support."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_edb84709f27d5632/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f5f84f6e2902481d8aaa308efbcdf1e8684b0504
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16395, "bytes_utf8": 16395, "lines": 614, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 331, "bytes_utf8": 331, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17516, "cached_input_tokens": 16768, "output_tokens": 295, "reasoning_output_tokens": 193}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..76b68d15a564c48ac3c5eadb2470394d49722b5a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_ef685e880a50a86d",
+    "api_calls": 0,
+    "input_tokens": 17516,
+    "cached_input_tokens": 16768,
+    "output_tokens": 295,
+    "total_tokens": 17811,
+    "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": 8021.13,
+    "sql_execution_elapsed_ms_total": 24.61,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/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_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..71a42d046d795878da9267117d60a596f550affb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/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": "2026-05-19T15:54:33.392986+00:00",
+  "ended_at": "2026-05-19T15:54:41.414149+00:00",
+  "elapsed_ms": 8021.13,
+  "prompt_metrics": {
+    "chars": 16395,
+    "bytes_utf8": 16395,
+    "lines": 614,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 687,
+    "bytes_utf8": 687,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 331,
+      "bytes_utf8": 331,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17516,
+      "cached_input_tokens": 16768,
+      "output_tokens": 295,
+      "reasoning_output_tokens": 193
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d3ff06635c9dc4354ed40795ed0d7b9389e1275
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,614 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=e1.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "e1",
+    "predicate_col": "e5",
+    "predicate_op": "=",
+    "predicate_value": "b",
+    "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_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..65a78ee6d628528415449700b342a1d2b242dac3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-2d58-7952-b010-212937f9aec1"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"e1\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"e5\\\" = 'b'\\nGROUP BY \\\"e1\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Uses the provided Filtered Top-k Group Count template with group_col=\\\"e1\\\", predicate_col=\\\"e5\\\", predicate_value='b', and top_k=15.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17516,"cached_input_tokens":16768,"output_tokens":295,"reasoning_output_tokens":193}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ff76e9630ed55d4ea1360ff27d8177b1d2f287fc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"e1\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"e5\" = 'b'\nGROUP BY \"e1\"\nORDER BY support DESC\nLIMIT 15;","notes":"Uses the provided Filtered Top-k Group Count template with group_col=\"e1\", predicate_col=\"e5\", predicate_value='b', and top_k=15."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_ef685e880a50a86d/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bb323d9a9760df21de4e152dff289081bb0348be
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16204, "bytes_utf8": 16204, "lines": 610, "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": 322, "bytes_utf8": 322, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17476, "cached_input_tokens": 12032, "output_tokens": 189, "reasoning_output_tokens": 88}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f9b7eb9ba219a4c0f0f8ae1af7d5611f9d80e4f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_f1bb6cc97c91d7ae",
+    "api_calls": 0,
+    "input_tokens": 17476,
+    "cached_input_tokens": 12032,
+    "output_tokens": 189,
+    "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": 7596.0,
+    "sql_execution_elapsed_ms_total": 22.82,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/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_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a42f80376d4430b0f077418516edf0d5d0ff4d0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/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": "2026-05-19T15:40:16.440084+00:00",
+  "ended_at": "2026-05-19T15:40:24.036117+00:00",
+  "elapsed_ms": 7596.0,
+  "prompt_metrics": {
+    "chars": 16204,
+    "bytes_utf8": 16204,
+    "lines": 610,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 678,
+    "bytes_utf8": 678,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 322,
+      "bytes_utf8": 322,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17476,
+      "cached_input_tokens": 12032,
+      "output_tokens": 189,
+      "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_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d0c83d0cf3e2d1d7afcad9985f4434cbe2ee2ce0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,610 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "c11",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=d1.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "d1",
+    "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_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f97f618ec7494496d8e99ac49b7c9f113c6f9ae
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e5-19b9-79b2-88fe-fdb59911f85e"}
+{"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    \\\"d1\\\",\\n    COUNT(*) AS support\\nFROM \\\"c11\\\"\\nGROUP BY \\\"d1\\\"\\nORDER BY support ASC, \\\"d1\\\"\\nLIMIT 11;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"d1\\\" and top_k set to 11 on the single table \\\"c11\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17476,"cached_input_tokens":12032,"output_tokens":189,"reasoning_output_tokens":88}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c06fc340c101d1306e46ba275dd2995659d97dd1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"d1\",\n    COUNT(*) AS support\nFROM \"c11\"\nGROUP BY \"d1\"\nORDER BY support ASC, \"d1\"\nLIMIT 11;","notes":"Applied the planned Low-Support Group Count template with group_col bound to \"d1\" and top_k set to 11 on the single table \"c11\"."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f1bb6cc97c91d7ae/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7b43aa7fd79dca1df693014dbd4b5ad734c2ab60
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16450, "bytes_utf8": 16450, "lines": 615, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17528, "cached_input_tokens": 16768, "output_tokens": 440, "reasoning_output_tokens": 332}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..71a18720ccd8de3866332cd055b55c8631056842
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_f77c1d093270bce8",
+    "api_calls": 0,
+    "input_tokens": 17528,
+    "cached_input_tokens": 16768,
+    "output_tokens": 440,
+    "total_tokens": 17968,
+    "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": 17078.87,
+    "sql_execution_elapsed_ms_total": 22.66,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/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_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6bea51e6509cdb2d53539f54d141b61a80ad4159
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/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": "2026-05-19T15:32:44.514492+00:00",
+  "ended_at": "2026-05-19T15:33:01.593386+00:00",
+  "elapsed_ms": 17078.87,
+  "prompt_metrics": {
+    "chars": 16450,
+    "bytes_utf8": 16450,
+    "lines": 615,
+    "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": 359,
+      "bytes_utf8": 359,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17528,
+      "cached_input_tokens": 16768,
+      "output_tokens": 440,
+      "reasoning_output_tokens": 332
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..467148ea8fb21f2dbf10cf6e413e0b15801699a0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,615 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=e1, condition_col=e1.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "e1",
+    "condition_col": "e1",
+    "condition_value": "o",
+    "positive_value": "b",
+    "negative_value": "o",
+    "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 {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_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9657108f0c84174a309a63e26366265a255cd98a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40de-3477-75f3-a665-0ce98a9b7d1c"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"e1\\\",\\n       AVG(CASE WHEN \\\"e1\\\" = 'o' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"e1\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col and condition_col both bound to \\\"e1\\\" and condition_value fixed to 'o'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17528,"cached_input_tokens":16768,"output_tokens":440,"reasoning_output_tokens":332}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3c922307b62cee6fcb9f22fafdefd539cb2a1b2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"e1\",\n       AVG(CASE WHEN \"e1\" = 'o' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c11\"\nGROUP BY \"e1\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col and condition_col both bound to \"e1\" and condition_value fixed to 'o'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f77c1d093270bce8/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f21de3f424d8069466840cf4847371776f57b25f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16323, "bytes_utf8": 16323, "lines": 612, "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": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17493, "cached_input_tokens": 12032, "output_tokens": 335, "reasoning_output_tokens": 212}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb41fbe2358ab11882e24658d85c8b194e9c064c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_f8c166e94bf438b8",
+    "api_calls": 0,
+    "input_tokens": 17493,
+    "cached_input_tokens": 12032,
+    "output_tokens": 335,
+    "total_tokens": 17828,
+    "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": 8668.09,
+    "sql_execution_elapsed_ms_total": 23.46,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/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_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1395b721d281693cf93c344c25eb7011a3860e9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/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": "2026-05-19T15:28:34.590165+00:00",
+  "ended_at": "2026-05-19T15:28:43.258275+00:00",
+  "elapsed_ms": 8668.09,
+  "prompt_metrics": {
+    "chars": 16323,
+    "bytes_utf8": 16323,
+    "lines": 612,
+    "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": 442,
+      "bytes_utf8": 442,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17493,
+      "cached_input_tokens": 12032,
+      "output_tokens": 335,
+      "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_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1c2ce7008b424b44d5298d4e4cde995188a5bb1d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,612 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_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": "c11",
+  "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=a2.",
+  "planned_template_id": "tpl_clickbench_group_distinct_topk",
+  "bindings": {
+    "group_col": "a2",
+    "entity_col": "a2",
+    "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_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b9abb8eda9ecfce7cc1b0a03b2064a0a6408fc06
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40da-6438-7492-9e12-c9ff3758e513"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"a2\\\", COUNT(DISTINCT \\\"a2\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 11;\",\"notes\":\"Used the planned template with group_col=\\\"a2\\\" and entity_col=\\\"a2\\\" on the single table \\\"c11\\\". Because the grouped column and distinct-count column are the same, each non-NULL group will typically have distinct_entities = 1.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17493,"cached_input_tokens":12032,"output_tokens":335,"reasoning_output_tokens":212}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ad2c51c8ad5ae04a2c3507982fc692c9341e2414
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"a2\", COUNT(DISTINCT \"a2\") AS \"distinct_entities\"\nFROM \"c11\"\nGROUP BY \"a2\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 11;","notes":"Used the planned template with group_col=\"a2\" and entity_col=\"a2\" on the single table \"c11\". Because the grouped column and distinct-count 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_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_f8c166e94bf438b8/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c20821869b12f8913d473b9243ab4fd24b49231b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/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=ROLE_ROLLUP_1, condition_col=ACTION.
+Result preview: [{"ROLE_ROLLUP_1": "118595", "condition_ratio": 139.0}, {"ROLE_ROLLUP_1": "119691", "condition_ratio": 65.0}, {"ROLE_ROLLUP_1": "117983", "condition_ratio": 63.5}, {"ROLE_ROLLUP_1": "5110", "condition_ratio": 61.0}, {"ROLE_ROLLUP_1": "118163", "condition_ratio": 59.0}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b56220cdc273347fecc160ac543186575b9eed84
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_0218be838c624cd4
+-- problem_id: v2p_c9_b1abbd5c95100326
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT
+        "ROLE_ROLLUP_1",
+        SUM(CASE WHEN "ACTION" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+        SUM(CASE WHEN "ACTION" = '0' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c9"
+    GROUP BY "ROLE_ROLLUP_1"
+)
+SELECT
+    "ROLE_ROLLUP_1",
+    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_c/c9/artifacts/v2q_c9_0218be838c624cd4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..41b5ea979d610af8383ed2ccccf1ee275e239dbe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/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        \"ROLE_ROLLUP_1\",\n        SUM(CASE WHEN \"ACTION\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n        SUM(CASE WHEN \"ACTION\" = '0' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c9\"\n    GROUP BY \"ROLE_ROLLUP_1\"\n)\nSELECT\n    \"ROLE_ROLLUP_1\",\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        \\\"ROLE_ROLLUP_1\\\",\\n        SUM(CASE WHEN \\\"ACTION\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n        SUM(CASE WHEN \\\"ACTION\\\" = '0' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c9\\\"\\n    GROUP BY \\\"ROLE_ROLLUP_1\\\"\\n)\\nSELECT\\n    \\\"ROLE_ROLLUP_1\\\",\\n    CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"ROLE_ROLLUP_1\", \"condition_ratio\"], \"rows\": [{\"ROLE_ROLLUP_1\": \"118595\", \"condition_ratio\": 139.0}, {\"ROLE_ROLLUP_1\": \"119691\", \"condition_ratio\": 65.0}, {\"ROLE_ROLLUP_1\": \"117983\", \"condition_ratio\": 63.5}, {\"ROLE_ROLLUP_1\": \"5110\", \"condition_ratio\": 61.0}, {\"ROLE_ROLLUP_1\": \"118163\", \"condition_ratio\": 59.0}, {\"ROLE_ROLLUP_1\": \"117876\", \"condition_ratio\": 56.0}, {\"ROLE_ROLLUP_1\": \"119170\", \"condition_ratio\": 45.0}, {\"ROLE_ROLLUP_1\": \"118003\", \"condition_ratio\": 39.0}, {\"ROLE_ROLLUP_1\": \"118349\", \"condition_ratio\": 37.0}, {\"ROLE_ROLLUP_1\": \"119301\", \"condition_ratio\": 34.0}, {\"ROLE_ROLLUP_1\": \"118090\", \"condition_ratio\": 30.333333333333332}, {\"ROLE_ROLLUP_1\": \"118000\", \"condition_ratio\": 29.0}, {\"ROLE_ROLLUP_1\": \"117993\", \"condition_ratio\": 28.0}, {\"ROLE_ROLLUP_1\": \"91261\", \"condition_ratio\": 26.73076923076923}, {\"ROLE_ROLLUP_1\": \"117932\", \"condition_ratio\": 25.666666666666668}, {\"ROLE_ROLLUP_1\": \"118212\", \"condition_ratio\": 25.666666666666668}, {\"ROLE_ROLLUP_1\": \"117902\", \"condition_ratio\": 25.5}, {\"ROLE_ROLLUP_1\": \"117890\", \"condition_ratio\": 25.0}, {\"ROLE_ROLLUP_1\": \"118573\", \"condition_ratio\": 22.75}, {\"ROLE_ROLLUP_1\": \"117887\", \"condition_ratio\": 22.5}, {\"ROLE_ROLLUP_1\": \"119596\", \"condition_ratio\": 20.727272727272727}, {\"ROLE_ROLLUP_1\": \"118181\", \"condition_ratio\": 20.5}, {\"ROLE_ROLLUP_1\": \"118887\", \"condition_ratio\": 19.875}, {\"ROLE_ROLLUP_1\": \"118315\", \"condition_ratio\": 19.75}, {\"ROLE_ROLLUP_1\": \"121005\", \"condition_ratio\": 19.5}, {\"ROLE_ROLLUP_1\": \"117961\", \"condition_ratio\": 18.693652253909843}, {\"ROLE_ROLLUP_1\": \"117943\", \"condition_ratio\": 17.8}, {\"ROLE_ROLLUP_1\": \"117910\", \"condition_ratio\": 17.625}, {\"ROLE_ROLLUP_1\": \"117893\", \"condition_ratio\": 17.0}, {\"ROLE_ROLLUP_1\": \"117959\", \"condition_ratio\": 17.0}, {\"ROLE_ROLLUP_1\": \"122880\", \"condition_ratio\": 16.833333333333332}, {\"ROLE_ROLLUP_1\": \"117975\", \"condition_ratio\": 16.5}, {\"ROLE_ROLLUP_1\": \"118106\", \"condition_ratio\": 16.5}, {\"ROLE_ROLLUP_1\": \"117882\", \"condition_ratio\": 16.0}, {\"ROLE_ROLLUP_1\": \"117926\", \"condition_ratio\": 15.8125}, {\"ROLE_ROLLUP_1\": \"119665\", \"condition_ratio\": 15.0}, {\"ROLE_ROLLUP_1\": \"120140\", \"condition_ratio\": 14.8}, {\"ROLE_ROLLUP_1\": \"120810\", \"condition_ratio\": 14.0}, {\"ROLE_ROLLUP_1\": \"130570\", \"condition_ratio\": 14.0}, {\"ROLE_ROLLUP_1\": \"118084\", \"condition_ratio\": 13.875}, {\"ROLE_ROLLUP_1\": \"117951\", \"condition_ratio\": 13.8}, {\"ROLE_ROLLUP_1\": \"118095\", \"condition_ratio\": 13.8}, {\"ROLE_ROLLUP_1\": \"118114\", \"condition_ratio\": 13.666666666666666}, {\"ROLE_ROLLUP_1\": \"117929\", \"condition_ratio\": 13.526315789473685}, {\"ROLE_ROLLUP_1\": \"11146\", \"condition_ratio\": 13.5}, {\"ROLE_ROLLUP_1\": \"119134\", \"condition_ratio\": 12.545454545454545}, {\"ROLE_ROLLUP_1\": \"117916\", \"condition_ratio\": 12.409090909090908}, {\"ROLE_ROLLUP_1\": \"117980\", \"condition_ratio\": 12.11111111111111}, {\"ROLE_ROLLUP_1\": \"118752\", \"condition_ratio\": 11.818181818181818}, {\"ROLE_ROLLUP_1\": \"126974\", \"condition_ratio\": 11.5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 37.12}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e54284195c98ae579775a49d8adba0d730d9e3f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:40:18.189311+00:00",
+  "ended_at": "2026-05-19T15:40:32.184968+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_0218be838c624cd4",
+    "problem_id": "v2p_c9_b1abbd5c95100326",
+    "dataset_id": "c9",
+    "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=ROLE_ROLLUP_1, condition_col=ACTION.",
+    "bindings": {
+      "group_col": "ROLE_ROLLUP_1",
+      "condition_col": "ACTION",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "0",
+      "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": 120006.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=1/1",
+      "binding_index=37"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0218be838c624cd4.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_0218be838c624cd4",
+    "api_calls": 0,
+    "input_tokens": 14431,
+    "cached_input_tokens": 13696,
+    "output_tokens": 507,
+    "total_tokens": 14938,
+    "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": 13950.58,
+    "sql_execution_elapsed_ms_total": 37.12,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/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_c/c9/artifacts/v2q_c9_0218be838c624cd4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..69ad4d71fbd92918ba7b20e664697b8b8a98bc96
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:40:32.144827+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": 13950.58, "started_at": "2026-05-19T15:40:18.192674+00:00", "ended_at": "2026-05-19T15:40:32.143297+00:00", "prompt_metrics": {"chars": 7934, "bytes_utf8": 7934, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 677, "bytes_utf8": 677, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14431, "cached_input_tokens": 13696, "output_tokens": 507, "reasoning_output_tokens": 302}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT\\n        \\\"ROLE_ROLLUP_1\\\",\\n        SUM(CASE WHEN \\\"ACTION\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n        SUM(CASE WHEN \\\"ACTION\\\" = '0' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c9\\\"\\n    GROUP BY \\\"ROLE_ROLLUP_1\\\"\\n)\\nSELECT\\n    \\\"ROLE_ROLLUP_1\\\",\\n    CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes, for each ROLE_ROLLUP_1 group, the ratio of rows with ACTION='1' to rows with ACTION='0'. Uses NULLIF to avoid division by zero when a group has no ACTION='0' rows.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..db2c3d024242020b215581e44b58924ff1613c14
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_0218be838c624cd4",
+  "api_calls": 0,
+  "input_tokens": 14431,
+  "cached_input_tokens": 13696,
+  "output_tokens": 507,
+  "total_tokens": 14938,
+  "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": 13950.58,
+  "sql_execution_elapsed_ms_total": 37.12,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0218be838c624cd4/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_c/c9/artifacts/v2q_c9_095ac59961ba3759/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..0455a2c5dc834d1b57c6e004db696690e5c0ef70
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T16:04:50.382086+00:00",
+  "ended_at": "2026-05-19T16:04:57.612417+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_095ac59961ba3759",
+    "problem_id": "v2p_c9_906ceb7816db0430",
+    "dataset_id": "c9",
+    "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=ROLE_ROLLUP_1, condition_col=ACTION.",
+    "bindings": {
+      "group_col": "ROLE_ROLLUP_1",
+      "condition_col": "ACTION",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "0",
+      "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": 119348.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=1/2",
+      "binding_index=103"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 8,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f531cb32eb589672f54ce82b7973ba291b57adc0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_095ac59961ba3759/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:04:53.356954+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2971.33, "started_at": "2026-05-19T16:04:50.384849+00:00", "ended_at": "2026-05-19T16:04:53.356210+00:00", "prompt_metrics": {"chars": 7365, "bytes_utf8": 7365, "lines": 219, "estimated_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-976c-7870-a813-45a0e14f4976\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:04:57.612322+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": 3252.5, "started_at": "2026-05-19T16:04:54.358868+00:00", "ended_at": "2026-05-19T16:04:57.611425+00:00", "prompt_metrics": {"chars": 7365, "bytes_utf8": 7365, "lines": 219, "estimated_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-a6d3-7560-94f1-f95c5bf3affd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4868e4c0ad379842191af165300cd971a5b5597a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/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=ROLE_ROLLUP_1, measure_col=MGR_ID.
+Result preview: [{"ROLE_ROLLUP_1": "117961", "total_measure": 387612179}, {"ROLE_ROLLUP_1": "117902", "total_measure": 35626118}, {"ROLE_ROLLUP_1": "91261", "total_measure": 32265487}, {"ROLE_ROLLUP_1": "118315", "total_measure": 31326208}, {"ROLE_ROLLUP_1": "118212", "total_measure": 15601489}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..681053d8bbc8f2a307b511bf19b2aa4968452e7a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_0a09a5d74419b87d
+-- problem_id: v2p_c9_6a00351d7ac71005
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_1", SUM(CAST("MGR_ID" AS NUMERIC)) AS total_measure
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_1"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3ec9dddd2653cfaaa795290b91efe31141ab8333
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/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 \"ROLE_ROLLUP_1\", SUM(CAST(\"MGR_ID\" AS NUMERIC)) AS total_measure\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_1\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ROLE_ROLLUP_1\\\", SUM(CAST(\\\"MGR_ID\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_1\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"ROLE_ROLLUP_1\", \"total_measure\"], \"rows\": [{\"ROLE_ROLLUP_1\": \"117961\", \"total_measure\": 387612179}, {\"ROLE_ROLLUP_1\": \"117902\", \"total_measure\": 35626118}, {\"ROLE_ROLLUP_1\": \"91261\", \"total_measure\": 32265487}, {\"ROLE_ROLLUP_1\": \"118315\", \"total_measure\": 31326208}, {\"ROLE_ROLLUP_1\": \"118212\", \"total_measure\": 15601489}, {\"ROLE_ROLLUP_1\": \"118079\", \"total_measure\": 15353425}, {\"ROLE_ROLLUP_1\": \"119062\", \"total_measure\": 14582320}, {\"ROLE_ROLLUP_1\": \"117916\", \"total_measure\": 14117935}, {\"ROLE_ROLLUP_1\": \"117926\", \"total_measure\": 13253954}, {\"ROLE_ROLLUP_1\": \"120342\", \"total_measure\": 11277669}, {\"ROLE_ROLLUP_1\": \"118169\", \"total_measure\": 10318133}, {\"ROLE_ROLLUP_1\": \"117929\", \"total_measure\": 9696856}, {\"ROLE_ROLLUP_1\": \"118290\", \"total_measure\": 9654807}, {\"ROLE_ROLLUP_1\": \"117910\", \"total_measure\": 8431858}, {\"ROLE_ROLLUP_1\": \"118256\", \"total_measure\": 7884505}, {\"ROLE_ROLLUP_1\": \"117890\", \"total_measure\": 7605426}, {\"ROLE_ROLLUP_1\": \"118887\", \"total_measure\": 7356921}, {\"ROLE_ROLLUP_1\": \"117983\", \"total_measure\": 7016424}, {\"ROLE_ROLLUP_1\": \"118752\", \"total_measure\": 6934214}, {\"ROLE_ROLLUP_1\": \"117876\", \"total_measure\": 6853653}, {\"ROLE_ROLLUP_1\": \"118595\", \"total_measure\": 6651271}, {\"ROLE_ROLLUP_1\": \"119301\", \"total_measure\": 6537272}, {\"ROLE_ROLLUP_1\": \"119596\", \"total_measure\": 6500477}, {\"ROLE_ROLLUP_1\": \"118725\", \"total_measure\": 6203617}, {\"ROLE_ROLLUP_1\": \"118602\", \"total_measure\": 6105563}, {\"ROLE_ROLLUP_1\": \"117980\", \"total_measure\": 5743228}, {\"ROLE_ROLLUP_1\": \"118163\", \"total_measure\": 5692912}, {\"ROLE_ROLLUP_1\": \"117975\", \"total_measure\": 5633013}, {\"ROLE_ROLLUP_1\": \"118006\", \"total_measure\": 5553915}, {\"ROLE_ROLLUP_1\": \"118219\", \"total_measure\": 5407162}, {\"ROLE_ROLLUP_1\": \"118090\", \"total_measure\": 5184620}, {\"ROLE_ROLLUP_1\": \"117932\", \"total_measure\": 4977801}, {\"ROLE_ROLLUP_1\": \"117893\", \"total_measure\": 4855197}, {\"ROLE_ROLLUP_1\": \"119280\", \"total_measure\": 4600046}, {\"ROLE_ROLLUP_1\": \"119134\", \"total_measure\": 4518813}, {\"ROLE_ROLLUP_1\": \"5110\", \"total_measure\": 4457384}, {\"ROLE_ROLLUP_1\": \"118573\", \"total_measure\": 3855645}, {\"ROLE_ROLLUP_1\": \"120864\", \"total_measure\": 3609921}, {\"ROLE_ROLLUP_1\": \"118555\", \"total_measure\": 3553792}, {\"ROLE_ROLLUP_1\": \"118953\", \"total_measure\": 3515840}, {\"ROLE_ROLLUP_1\": \"125714\", \"total_measure\": 3400821}, {\"ROLE_ROLLUP_1\": \"118990\", \"total_measure\": 3359977}, {\"ROLE_ROLLUP_1\": \"118084\", \"total_measure\": 3206093}, {\"ROLE_ROLLUP_1\": \"120140\", \"total_measure\": 2998642}, {\"ROLE_ROLLUP_1\": \"118658\", \"total_measure\": 2995570}, {\"ROLE_ROLLUP_1\": \"117918\", \"total_measure\": 2876233}, {\"ROLE_ROLLUP_1\": \"117935\", \"total_measure\": 2805460}, {\"ROLE_ROLLUP_1\": \"118095\", \"total_measure\": 2755155}, {\"ROLE_ROLLUP_1\": \"118181\", \"total_measure\": 2666011}, {\"ROLE_ROLLUP_1\": \"118126\", \"total_measure\": 2665018}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 39.73}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a355b3d2533fd26c9e319a00ad253ef2f83503e1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:28:36.808465+00:00",
+  "ended_at": "2026-05-19T15:28:49.031932+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_0a09a5d74419b87d",
+    "problem_id": "v2p_c9_6a00351d7ac71005",
+    "dataset_id": "c9",
+    "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=ROLE_ROLLUP_1, measure_col=MGR_ID.",
+    "bindings": {
+      "group_col": "ROLE_ROLLUP_1",
+      "measure_col": "MGR_ID",
+      "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": 42034.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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_c/c9/sql/v2q_c9_0a09a5d74419b87d.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_0a09a5d74419b87d",
+    "api_calls": 0,
+    "input_tokens": 14225,
+    "cached_input_tokens": 12032,
+    "output_tokens": 518,
+    "total_tokens": 14743,
+    "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": 12174.8,
+    "sql_execution_elapsed_ms_total": 39.73,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/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_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..03dd7e09f220e696629b44a375370bd6c511b724
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:28:48.989519+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": 12174.8, "started_at": "2026-05-19T15:28:36.813165+00:00", "ended_at": "2026-05-19T15:28:48.988040+00:00", "prompt_metrics": {"chars": 7127, "bytes_utf8": 7127, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14225, "cached_input_tokens": 12032, "output_tokens": 518, "reasoning_output_tokens": 396}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ROLE_ROLLUP_1\\\", SUM(CAST(\\\"MGR_ID\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_1\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col bound to ROLE_ROLLUP_1 and measure_col bound to MGR_ID. CAST is applied because the schema stores MGR_ID as TEXT, and SQLite SUM should operate on numeric values.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..f7572f5b8d2f1ac4315c6c6e9c38a33b9c70f0d0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_0a09a5d74419b87d",
+  "api_calls": 0,
+  "input_tokens": 14225,
+  "cached_input_tokens": 12032,
+  "output_tokens": 518,
+  "total_tokens": 14743,
+  "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": 12174.8,
+  "sql_execution_elapsed_ms_total": 39.73,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_0a09a5d74419b87d/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_c/c9/artifacts/v2q_c9_1094465ca324cc58/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1094465ca324cc58/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca15382c56f59dc1c9e80433e68ae8753d04b0c1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1094465ca324cc58/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"ROLE_CODE": "118322", "support": 4649, "avg_response": 19975.149064314908}, {"ROLE_CODE": "117908", "support": 3583, "avg_response": 20356.49455763327}, {"ROLE_CODE": "118786", "support": 1772, "avg_response": 22417.05869074492}, {"ROLE_CODE": "117880", "support": 1256, "avg_response": 46135.20939490446}, {"ROLE_CODE": "118570", "support": 1043, "avg_response": 42395.44007670182}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1094465ca324cc58/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1094465ca324cc58/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..65c1147eb69327d0ecb5aecc39d89eae82a47325
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1094465ca324cc58/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_1094465ca324cc58
+-- problem_id: v2p_c9_eec3f0ca7f665ff8
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "ROLE_CODE",
+    COUNT(*) AS support,
+    AVG("MGR_ID") AS avg_response
+FROM "c9"
+GROUP BY "ROLE_CODE"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1094465ca324cc58/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1094465ca324cc58/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..36bd49de4f3b2f3a899d577cf9d8ad20538b86e9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1094465ca324cc58/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_c\n-- sql_source_dataset_id: c9\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_c9_1094465ca324cc58\n-- problem_id: v2p_c9_eec3f0ca7f665ff8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"ROLE_CODE\",\n    COUNT(*) AS support,\n    AVG(\"MGR_ID\") AS avg_response\nFROM \"c9\"\nGROUP BY \"ROLE_CODE\"\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_c\\n-- sql_source_dataset_id: c9\\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_c9_1094465ca324cc58\\n-- problem_id: v2p_c9_eec3f0ca7f665ff8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"ROLE_CODE\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"MGR_ID\\\") AS avg_response\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_CODE\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ROLE_CODE\", \"support\", \"avg_response\"], \"rows\": [{\"ROLE_CODE\": \"118322\", \"support\": 4649, \"avg_response\": 19975.149064314908}, {\"ROLE_CODE\": \"117908\", \"support\": 3583, \"avg_response\": 20356.49455763327}, {\"ROLE_CODE\": \"118786\", \"support\": 1772, \"avg_response\": 22417.05869074492}, {\"ROLE_CODE\": \"117880\", \"support\": 1256, \"avg_response\": 46135.20939490446}, {\"ROLE_CODE\": \"118570\", \"support\": 1043, \"avg_response\": 42395.44007670182}, {\"ROLE_CODE\": \"117888\", \"support\": 806, \"avg_response\": 45394.44789081886}, {\"ROLE_CODE\": \"118055\", \"support\": 774, \"avg_response\": 21494.671834625322}, {\"ROLE_CODE\": \"118687\", \"support\": 597, \"avg_response\": 21420.376884422112}, {\"ROLE_CODE\": \"118779\", \"support\": 566, \"avg_response\": 18306.948763250883}, {\"ROLE_CODE\": \"118454\", \"support\": 521, \"avg_response\": 20244.11516314779}, {\"ROLE_CODE\": \"120346\", \"support\": 473, \"avg_response\": 17731.44820295983}, {\"ROLE_CODE\": \"118332\", \"support\": 467, \"avg_response\": 23380.066381156317}, {\"ROLE_CODE\": \"119082\", \"support\": 394, \"avg_response\": 34503.053299492385}, {\"ROLE_CODE\": \"117973\", \"support\": 384, \"avg_response\": 36114.184895833336}, {\"ROLE_CODE\": \"118425\", \"support\": 376, \"avg_response\": 41567.35372340425}, {\"ROLE_CODE\": \"118892\", \"support\": 347, \"avg_response\": 29787.530259365994}, {\"ROLE_CODE\": \"118639\", \"support\": 344, \"avg_response\": 19281.101744186046}, {\"ROLE_CODE\": \"118399\", \"support\": 342, \"avg_response\": 29344.80701754386}, {\"ROLE_CODE\": \"119851\", \"support\": 337, \"avg_response\": 19153.836795252224}, {\"ROLE_CODE\": \"118836\", \"support\": 335, \"avg_response\": 34986.94626865671}, {\"ROLE_CODE\": \"117948\", \"support\": 329, \"avg_response\": 30764.77811550152}, {\"ROLE_CODE\": \"120774\", \"support\": 289, \"avg_response\": 13480.80276816609}, {\"ROLE_CODE\": \"118644\", \"support\": 288, \"avg_response\": 20064.4375}, {\"ROLE_CODE\": \"118261\", \"support\": 274, \"avg_response\": 25185.11313868613}, {\"ROLE_CODE\": \"117900\", \"support\": 240, \"avg_response\": 36949.291666666664}, {\"ROLE_CODE\": \"118046\", \"support\": 238, \"avg_response\": 30435.79411764706}, {\"ROLE_CODE\": \"119096\", \"support\": 224, \"avg_response\": 15077.517857142857}, {\"ROLE_CODE\": \"118749\", \"support\": 218, \"avg_response\": 24451.316513761467}, {\"ROLE_CODE\": \"120692\", \"support\": 217, \"avg_response\": 17043.539170506912}, {\"ROLE_CODE\": \"120008\", \"support\": 216, \"avg_response\": 8932.203703703704}, {\"ROLE_CODE\": \"120649\", \"support\": 211, \"avg_response\": 40267.483412322275}, {\"ROLE_CODE\": \"128231\", \"support\": 201, \"avg_response\": 10781.845771144279}, {\"ROLE_CODE\": \"118997\", \"support\": 199, \"avg_response\": 26538.256281407033}, {\"ROLE_CODE\": \"119435\", \"support\": 199, \"avg_response\": 22629.9648241206}, {\"ROLE_CODE\": \"119964\", \"support\": 197, \"avg_response\": 38439.868020304566}, {\"ROLE_CODE\": \"118279\", \"support\": 196, \"avg_response\": 26735.63775510204}, {\"ROLE_CODE\": \"119194\", \"support\": 196, \"avg_response\": 21155.229591836734}, {\"ROLE_CODE\": \"118319\", \"support\": 185, \"avg_response\": 35286.59459459459}, {\"ROLE_CODE\": \"118296\", \"support\": 180, \"avg_response\": 21366.68888888889}, {\"ROLE_CODE\": \"119929\", \"support\": 176, \"avg_response\": 26082.159090909092}, {\"ROLE_CODE\": \"118525\", \"support\": 175, \"avg_response\": 28942.862857142856}, {\"ROLE_CODE\": \"120099\", \"support\": 175, \"avg_response\": 13653.64}, {\"ROLE_CODE\": \"118828\", \"support\": 172, \"avg_response\": 13745.651162790698}, {\"ROLE_CODE\": \"117898\", \"support\": 165, \"avg_response\": 50167.52121212121}, {\"ROLE_CODE\": \"118276\", \"support\": 164, \"avg_response\": 35145.55487804878}, {\"ROLE_CODE\": \"120499\", \"support\": 160, \"avg_response\": 6525.16875}, {\"ROLE_CODE\": \"118914\", \"support\": 159, \"avg_response\": 23962.849056603773}, {\"ROLE_CODE\": \"123068\", \"support\": 154, \"avg_response\": 17022.766233766233}, {\"ROLE_CODE\": \"118705\", \"support\": 152, \"avg_response\": 36879.11184210526}, {\"ROLE_CODE\": \"118982\", \"support\": 147, \"avg_response\": 11851.08843537415}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 17.27}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1094465ca324cc58/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1094465ca324cc58/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e73d3971bc196fc391e87dd750ac26266b47c0d6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1094465ca324cc58/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T16:10:51.935434+00:00",
+  "ended_at": "2026-05-19T16:10:51.953735+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_1094465ca324cc58",
+    "problem_id": "v2p_c9_eec3f0ca7f665ff8",
+    "dataset_id": "c9",
+    "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=MGR_ID, key_col=ROLE_CODE.",
+    "bindings": {
+      "key_col": "ROLE_CODE",
+      "measure_col": "MGR_ID",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=12",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 12,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_1094465ca324cc58.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_c/c9/artifacts/v2q_c9_1094465ca324cc58/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1094465ca324cc58/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1094465ca324cc58/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_c/c9/artifacts/v2q_c9_13fa21117627ffd9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_13fa21117627ffd9/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..18fbc82a10cffb97a01e6d83dde7a00b97ae1477
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_13fa21117627ffd9/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 filtered_stable_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_CODE.
+Result preview: [{"ROLE_ROLLUP_1": "117961", "group_value": 2562580186.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_13fa21117627ffd9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_13fa21117627ffd9/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..df2bf9c36e4fc178eed29838af1b65c0bfbaecd7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_13fa21117627ffd9/generated_sql.sql
@@ -0,0 +1,30 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_13fa21117627ffd9
+-- problem_id: v2p_c9_7857121a57dee74d
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ROLE_ROLLUP_1", SUM(CAST("ROLE_CODE" AS REAL)) AS group_value
+    FROM "c9"
+    WHERE "ROLE_ROLLUP_1" IS NOT NULL
+      AND "ROLE_ROLLUP_1" <> ''
+      AND "ROLE_CODE" IS NOT NULL
+      AND "ROLE_CODE" <> ''
+    GROUP BY "ROLE_ROLLUP_1"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."ROLE_ROLLUP_1", 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_c/c9/artifacts/v2q_c9_13fa21117627ffd9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_13fa21117627ffd9/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..499a5b283968c7499338740fa7b90498fb321e3b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_13fa21117627ffd9/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 \"ROLE_ROLLUP_1\", SUM(CAST(\"ROLE_CODE\" AS REAL)) AS group_value\n    FROM \"c9\"\n    WHERE \"ROLE_ROLLUP_1\" IS NOT NULL\n      AND \"ROLE_ROLLUP_1\" <> ''\n      AND \"ROLE_CODE\" IS NOT NULL\n      AND \"ROLE_CODE\" <> ''\n    GROUP BY \"ROLE_ROLLUP_1\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"ROLE_ROLLUP_1\", 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 \\\"ROLE_ROLLUP_1\\\", SUM(CAST(\\\"ROLE_CODE\\\" AS REAL)) AS group_value\\n    FROM \\\"c9\\\"\\n    WHERE \\\"ROLE_ROLLUP_1\\\" IS NOT NULL\\n      AND \\\"ROLE_ROLLUP_1\\\" <> ''\\n      AND \\\"ROLE_CODE\\\" IS NOT NULL\\n      AND \\\"ROLE_CODE\\\" <> ''\\n    GROUP BY \\\"ROLE_ROLLUP_1\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"ROLE_ROLLUP_1\\\", 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\": [\"ROLE_ROLLUP_1\", \"group_value\"], \"rows\": [{\"ROLE_ROLLUP_1\": \"117961\", \"group_value\": 2562580186.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.04}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_13fa21117627ffd9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_13fa21117627ffd9/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a721c781f0bd785c44d349bf0867d3a218393ec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_13fa21117627ffd9/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:50:25.528326+00:00",
+  "ended_at": "2026-05-19T15:50:38.453168+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_13fa21117627ffd9",
+    "problem_id": "v2p_c9_7857121a57dee74d",
+    "dataset_id": "c9",
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ROLE_ROLLUP_1, measure_col=ROLE_CODE.",
+    "bindings": {
+      "group_col": "ROLE_ROLLUP_1",
+      "measure_col": "ROLE_CODE",
+      "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": 119348.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=1/2",
+      "binding_index=79"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 8,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_13fa21117627ffd9.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_13fa21117627ffd9",
+    "api_calls": 0,
+    "input_tokens": 14362,
+    "cached_input_tokens": 12032,
+    "output_tokens": 691,
+    "total_tokens": 15053,
+    "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": 12900.29,
+    "sql_execution_elapsed_ms_total": 19.04,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_13fa21117627ffd9/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_c/c9/artifacts/v2q_c9_13fa21117627ffd9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_13fa21117627ffd9/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ecfc9810a4aadd7600ebba7f3ab4e7c13adc65ee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_13fa21117627ffd9/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:50:38.431909+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": 12900.29, "started_at": "2026-05-19T15:50:25.530092+00:00", "ended_at": "2026-05-19T15:50:38.430414+00:00", "prompt_metrics": {"chars": 7690, "bytes_utf8": 7690, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 881, "bytes_utf8": 881, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14362, "cached_input_tokens": 12032, "output_tokens": 691, "reasoning_output_tokens": 442}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"ROLE_ROLLUP_1\\\", SUM(CAST(\\\"ROLE_CODE\\\" AS REAL)) AS group_value\\n    FROM \\\"c9\\\"\\n    WHERE \\\"ROLE_ROLLUP_1\\\" IS NOT NULL\\n      AND \\\"ROLE_ROLLUP_1\\\" <> ''\\n      AND \\\"ROLE_CODE\\\" IS NOT NULL\\n      AND \\\"ROLE_CODE\\\" <> ''\\n    GROUP BY \\\"ROLE_ROLLUP_1\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"ROLE_ROLLUP_1\\\", 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\":\"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\\\"ROLE_ROLLUP_1\\\" and measure_col=\\\"ROLE_CODE\\\". Cast \\\"ROLE_CODE\\\" to REAL because the SQLite schema stores it as TEXT, and filtered out NULL/empty group and measure values for a stable grouped view.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_13fa21117627ffd9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_13fa21117627ffd9/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..76a954607174ba27eb2522c15c4ab2b82c01df74
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_13fa21117627ffd9/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_13fa21117627ffd9",
+  "api_calls": 0,
+  "input_tokens": 14362,
+  "cached_input_tokens": 12032,
+  "output_tokens": 691,
+  "total_tokens": 15053,
+  "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": 12900.29,
+  "sql_execution_elapsed_ms_total": 19.04,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_13fa21117627ffd9/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_c/c9/artifacts/v2q_c9_16849676d828a335/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6dfc7d5a42ba2ff027699dabc7a3b7d5a9a1e10f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/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=ROLE_ROLLUP_2, measure_col=ROLE_ROLLUP_1.
+Result preview: [{"ROLE_ROLLUP_2": "118300", "total_measure": 521859464}, {"ROLE_ROLLUP_2": "118343", "total_measure": 465356145}, {"ROLE_ROLLUP_2": "118327", "total_measure": 311535001}, {"ROLE_ROLLUP_2": "118225", "total_measure": 300446667}, {"ROLE_ROLLUP_2": "118386", "total_measure": 211857956}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..bed3458e2731df7930f67fff6b8a31150bac805f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_16849676d828a335
+-- problem_id: v2p_c9_049edc5f412d95e3
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_2", SUM(CAST("ROLE_ROLLUP_1" AS INTEGER)) AS total_measure
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_2"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f5bac3dd54eefd2220e343ef159f521d27dc9037
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/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 \"ROLE_ROLLUP_2\", SUM(CAST(\"ROLE_ROLLUP_1\" AS INTEGER)) AS total_measure\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_2\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ROLE_ROLLUP_2\\\", SUM(CAST(\\\"ROLE_ROLLUP_1\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_2\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"ROLE_ROLLUP_2\", \"total_measure\"], \"rows\": [{\"ROLE_ROLLUP_2\": \"118300\", \"total_measure\": 521859464}, {\"ROLE_ROLLUP_2\": \"118343\", \"total_measure\": 465356145}, {\"ROLE_ROLLUP_2\": \"118327\", \"total_measure\": 311535001}, {\"ROLE_ROLLUP_2\": \"118225\", \"total_measure\": 300446667}, {\"ROLE_ROLLUP_2\": \"118386\", \"total_measure\": 211857956}, {\"ROLE_ROLLUP_2\": \"118052\", \"total_measure\": 196405065}, {\"ROLE_ROLLUP_2\": \"117962\", \"total_measure\": 184844887}, {\"ROLE_ROLLUP_2\": \"118413\", \"total_measure\": 152759495}, {\"ROLE_ROLLUP_2\": \"118446\", \"total_measure\": 114540131}, {\"ROLE_ROLLUP_2\": \"118026\", \"total_measure\": 65799181}, {\"ROLE_ROLLUP_2\": \"117903\", \"total_measure\": 57654078}, {\"ROLE_ROLLUP_2\": \"118291\", \"total_measure\": 46842840}, {\"ROLE_ROLLUP_2\": \"117969\", \"total_measure\": 46830517}, {\"ROLE_ROLLUP_2\": \"118888\", \"total_measure\": 39708258}, {\"ROLE_ROLLUP_2\": \"119091\", \"total_measure\": 38218902}, {\"ROLE_ROLLUP_2\": \"118213\", \"total_measure\": 34872540}, {\"ROLE_ROLLUP_2\": \"118170\", \"total_measure\": 34387179}, {\"ROLE_ROLLUP_2\": \"118463\", \"total_measure\": 31590105}, {\"ROLE_ROLLUP_2\": \"118257\", \"total_measure\": 30391792}, {\"ROLE_ROLLUP_2\": \"118041\", \"total_measure\": 29829206}, {\"ROLE_ROLLUP_2\": \"119597\", \"total_measure\": 28583444}, {\"ROLE_ROLLUP_2\": \"118316\", \"total_measure\": 27330765}, {\"ROLE_ROLLUP_2\": \"118080\", \"total_measure\": 26095459}, {\"ROLE_ROLLUP_2\": \"119070\", \"total_measure\": 24819168}, {\"ROLE_ROLLUP_2\": \"119256\", \"total_measure\": 23457583}, {\"ROLE_ROLLUP_2\": \"118007\", \"total_measure\": 23247182}, {\"ROLE_ROLLUP_2\": \"118574\", \"total_measure\": 22528870}, {\"ROLE_ROLLUP_2\": \"118178\", \"total_measure\": 21881907}, {\"ROLE_ROLLUP_2\": \"118220\", \"total_measure\": 21752296}, {\"ROLE_ROLLUP_2\": \"117877\", \"total_measure\": 20156796}, {\"ROLE_ROLLUP_2\": \"117891\", \"total_measure\": 17801390}, {\"ROLE_ROLLUP_2\": \"119135\", \"total_measure\": 17750966}, {\"ROLE_ROLLUP_2\": \"119281\", \"total_measure\": 17176320}, {\"ROLE_ROLLUP_2\": \"118596\", \"total_measure\": 16603300}, {\"ROLE_ROLLUP_2\": \"117940\", \"total_measure\": 16274202}, {\"ROLE_ROLLUP_2\": \"117930\", \"total_measure\": 16274202}, {\"ROLE_ROLLUP_2\": \"118603\", \"total_measure\": 15299658}, {\"ROLE_ROLLUP_2\": \"117984\", \"total_measure\": 15219807}, {\"ROLE_ROLLUP_2\": \"117911\", \"total_measure\": 14502930}, {\"ROLE_ROLLUP_2\": \"118085\", \"total_measure\": 14051996}, {\"ROLE_ROLLUP_2\": \"118011\", \"total_measure\": 13324508}, {\"ROLE_ROLLUP_2\": \"122974\", \"total_measure\": 13148160}, {\"ROLE_ROLLUP_2\": \"118124\", \"total_measure\": 13089786}, {\"ROLE_ROLLUP_2\": \"117976\", \"total_measure\": 12387375}, {\"ROLE_ROLLUP_2\": \"120343\", \"total_measure\": 11312148}, {\"ROLE_ROLLUP_2\": \"118091\", \"total_measure\": 11100460}, {\"ROLE_ROLLUP_2\": \"117944\", \"total_measure\": 11086642}, {\"ROLE_ROLLUP_2\": \"118150\", \"total_measure\": 10966188}, {\"ROLE_ROLLUP_2\": \"117894\", \"total_measure\": 10610370}, {\"ROLE_ROLLUP_2\": \"121013\", \"total_measure\": 10152576}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 22.99}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5cd2d7fd28bc63abb5e92b3ab2295257b6f7d17b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:29:09.648528+00:00",
+  "ended_at": "2026-05-19T15:29:20.955205+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_16849676d828a335",
+    "problem_id": "v2p_c9_049edc5f412d95e3",
+    "dataset_id": "c9",
+    "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=ROLE_ROLLUP_2, measure_col=ROLE_ROLLUP_1.",
+    "bindings": {
+      "group_col": "ROLE_ROLLUP_2",
+      "measure_col": "ROLE_ROLLUP_1",
+      "top_k": 17,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 117961.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=2/2",
+      "binding_index=2"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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_c/c9/sql/v2q_c9_16849676d828a335.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_16849676d828a335",
+    "api_calls": 0,
+    "input_tokens": 14232,
+    "cached_input_tokens": 12032,
+    "output_tokens": 455,
+    "total_tokens": 14687,
+    "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": 11277.22,
+    "sql_execution_elapsed_ms_total": 22.99,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/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_c/c9/artifacts/v2q_c9_16849676d828a335/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..25fb437b78b27fea4c7e81b4f8d5213af5851fe8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:29:20.929571+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": 11277.22, "started_at": "2026-05-19T15:29:09.651365+00:00", "ended_at": "2026-05-19T15:29:20.928613+00:00", "prompt_metrics": {"chars": 7144, "bytes_utf8": 7144, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14232, "cached_input_tokens": 12032, "output_tokens": 455, "reasoning_output_tokens": 339}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ROLE_ROLLUP_2\\\", SUM(CAST(\\\"ROLE_ROLLUP_1\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_2\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the Grouped Numeric Sum template with group_col=\\\"ROLE_ROLLUP_2\\\" and measure_col=\\\"ROLE_ROLLUP_1\\\". CAST is used because the schema stores these fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..399d6d021cdba0d3cc87eeb7910ed86856df8020
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_16849676d828a335",
+  "api_calls": 0,
+  "input_tokens": 14232,
+  "cached_input_tokens": 12032,
+  "output_tokens": 455,
+  "total_tokens": 14687,
+  "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": 11277.22,
+  "sql_execution_elapsed_ms_total": 22.99,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_16849676d828a335/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_c/c9/artifacts/v2q_c9_1b52420c68a96127/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1b52420c68a96127/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..785259ff4cad9c6280924dbae82c1745b96a5d11
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1b52420c68a96127/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T16:05:58.450965+00:00",
+  "ended_at": "2026-05-19T16:06:06.249648+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_1b52420c68a96127",
+    "problem_id": "v2p_c9_9ed6b7028fb4f1d2",
+    "dataset_id": "c9",
+    "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=ROLE_ROLLUP_1.",
+    "bindings": {
+      "measure_col": "ROLE_ROLLUP_1",
+      "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": 117961.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/1",
+      "binding_index=114"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1b52420c68a96127/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1b52420c68a96127/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..604b813ce0e4e976f63d4317e190ca3712e123e7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_1b52420c68a96127/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:06:02.090180+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": 3635.31, "started_at": "2026-05-19T16:05:58.453611+00:00", "ended_at": "2026-05-19T16:06:02.088955+00:00", "prompt_metrics": {"chars": 7070, "bytes_utf8": 7070, "lines": 214, "estimated_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-a140-7f93-b9c6-461f7908f0cc\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:06:06.249552+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": 3157.61, "started_at": "2026-05-19T16:06:03.091131+00:00", "ended_at": "2026-05-19T16:06:06.248770+00:00", "prompt_metrics": {"chars": 7070, "bytes_utf8": 7070, "lines": 214, "estimated_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-b374-71c1-9afa-eb278647b4a6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c400fd78dce24b410a26f569bf1e41eb2c1100ee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/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=ROLE_CODE, condition_col=ACTION.
+Result preview: [{"ROLE_CODE": "118828", "condition_ratio": 171.0}, {"ROLE_CODE": "118914", "condition_ratio": 158.0}, {"ROLE_CODE": "123068", "condition_ratio": 153.0}, {"ROLE_CODE": "120954", "condition_ratio": 134.0}, {"ROLE_CODE": "118425", "condition_ratio": 124.33333333333333}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d7f384f867f4fbae8179db4e1b63435297fdee90
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/generated_sql.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_2c1bb7ddc45ad67b
+-- problem_id: v2p_c9_38b13525f9dcfaa6
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ROLE_CODE",
+           SUM(CASE WHEN "ACTION" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "ACTION" = '0' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c9"
+    GROUP BY "ROLE_CODE"
+)
+SELECT "ROLE_CODE",
+       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_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..729d08fc72e3e4ec9c53a25c4a172db5d90d7c34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/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 \"ROLE_CODE\",\n           SUM(CASE WHEN \"ACTION\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"ACTION\" = '0' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c9\"\n    GROUP BY \"ROLE_CODE\"\n)\nSELECT \"ROLE_CODE\",\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 \\\"ROLE_CODE\\\",\\n           SUM(CASE WHEN \\\"ACTION\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"ACTION\\\" = '0' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c9\\\"\\n    GROUP BY \\\"ROLE_CODE\\\"\\n)\\nSELECT \\\"ROLE_CODE\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"ROLE_CODE\", \"condition_ratio\"], \"rows\": [{\"ROLE_CODE\": \"118828\", \"condition_ratio\": 171.0}, {\"ROLE_CODE\": \"118914\", \"condition_ratio\": 158.0}, {\"ROLE_CODE\": \"123068\", \"condition_ratio\": 153.0}, {\"ROLE_CODE\": \"120954\", \"condition_ratio\": 134.0}, {\"ROLE_CODE\": \"118425\", \"condition_ratio\": 124.33333333333333}, {\"ROLE_CODE\": \"120519\", \"condition_ratio\": 123.0}, {\"ROLE_CODE\": \"118865\", \"condition_ratio\": 120.0}, {\"ROLE_CODE\": \"123047\", \"condition_ratio\": 106.0}, {\"ROLE_CODE\": \"119435\", \"condition_ratio\": 98.5}, {\"ROLE_CODE\": \"119964\", \"condition_ratio\": 97.5}, {\"ROLE_CODE\": \"118961\", \"condition_ratio\": 90.0}, {\"ROLE_CODE\": \"123738\", \"condition_ratio\": 84.0}, {\"ROLE_CODE\": \"118836\", \"condition_ratio\": 82.75}, {\"ROLE_CODE\": \"120499\", \"condition_ratio\": 79.0}, {\"ROLE_CODE\": \"119096\", \"condition_ratio\": 73.66666666666667}, {\"ROLE_CODE\": \"119951\", \"condition_ratio\": 67.5}, {\"ROLE_CODE\": \"118468\", \"condition_ratio\": 67.0}, {\"ROLE_CODE\": \"118505\", \"condition_ratio\": 62.0}, {\"ROLE_CODE\": \"120593\", \"condition_ratio\": 59.0}, {\"ROLE_CODE\": \"123672\", \"condition_ratio\": 57.0}, {\"ROLE_CODE\": \"132673\", \"condition_ratio\": 57.0}, {\"ROLE_CODE\": \"118644\", \"condition_ratio\": 56.6}, {\"ROLE_CODE\": \"122850\", \"condition_ratio\": 56.5}, {\"ROLE_CODE\": \"120692\", \"condition_ratio\": 53.25}, {\"ROLE_CODE\": \"118279\", \"condition_ratio\": 48.0}, {\"ROLE_CODE\": \"118209\", \"condition_ratio\": 45.666666666666664}, {\"ROLE_CODE\": \"121471\", \"condition_ratio\": 41.0}, {\"ROLE_CODE\": \"130858\", \"condition_ratio\": 41.0}, {\"ROLE_CODE\": \"118687\", \"condition_ratio\": 38.8}, {\"ROLE_CODE\": \"123650\", \"condition_ratio\": 37.0}, {\"ROLE_CODE\": \"120992\", \"condition_ratio\": 35.5}, {\"ROLE_CODE\": \"119745\", \"condition_ratio\": 35.0}, {\"ROLE_CODE\": \"118926\", \"condition_ratio\": 33.0}, {\"ROLE_CODE\": \"118055\", \"condition_ratio\": 32.65217391304348}, {\"ROLE_CODE\": \"117898\", \"condition_ratio\": 32.0}, {\"ROLE_CODE\": \"129231\", \"condition_ratio\": 31.0}, {\"ROLE_CODE\": \"117888\", \"condition_ratio\": 30.0}, {\"ROLE_CODE\": \"117908\", \"condition_ratio\": 29.887931034482758}, {\"ROLE_CODE\": \"118454\", \"condition_ratio\": 29.647058823529413}, {\"ROLE_CODE\": \"118730\", \"condition_ratio\": 28.0}, {\"ROLE_CODE\": \"129911\", \"condition_ratio\": 28.0}, {\"ROLE_CODE\": \"119194\", \"condition_ratio\": 27.0}, {\"ROLE_CODE\": \"122552\", \"condition_ratio\": 26.5}, {\"ROLE_CODE\": \"118749\", \"condition_ratio\": 26.25}, {\"ROLE_CODE\": \"118539\", \"condition_ratio\": 26.0}, {\"ROLE_CODE\": \"120649\", \"condition_ratio\": 25.375}, {\"ROLE_CODE\": \"119067\", \"condition_ratio\": 25.0}, {\"ROLE_CODE\": \"119929\", \"condition_ratio\": 24.142857142857142}, {\"ROLE_CODE\": \"118261\", \"condition_ratio\": 23.90909090909091}, {\"ROLE_CODE\": \"118892\", \"condition_ratio\": 23.785714285714285}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 30.73}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c94327f84a725f1223c375cfbcacca69c7dd79d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:41:26.057864+00:00",
+  "ended_at": "2026-05-19T15:41:40.650391+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_2c1bb7ddc45ad67b",
+    "problem_id": "v2p_c9_38b13525f9dcfaa6",
+    "dataset_id": "c9",
+    "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=ROLE_CODE, condition_col=ACTION.",
+    "bindings": {
+      "group_col": "ROLE_CODE",
+      "condition_col": "ACTION",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "0",
+      "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": 42034.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/1",
+      "binding_index=41"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2c1bb7ddc45ad67b.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_2c1bb7ddc45ad67b",
+    "api_calls": 0,
+    "input_tokens": 14423,
+    "cached_input_tokens": 13696,
+    "output_tokens": 573,
+    "total_tokens": 14996,
+    "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": 14554.26,
+    "sql_execution_elapsed_ms_total": 30.73,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/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_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e86798ec41f1b44332cf47d017ec41e2e8f7d9cc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:41:40.616895+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": 14554.26, "started_at": "2026-05-19T15:41:26.061430+00:00", "ended_at": "2026-05-19T15:41:40.615724+00:00", "prompt_metrics": {"chars": 7925, "bytes_utf8": 7925, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 660, "bytes_utf8": 660, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14423, "cached_input_tokens": 13696, "output_tokens": 573, "reasoning_output_tokens": 392}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"ROLE_CODE\\\",\\n           SUM(CASE WHEN \\\"ACTION\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"ACTION\\\" = '0' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c9\\\"\\n    GROUP BY \\\"ROLE_CODE\\\"\\n)\\nSELECT \\\"ROLE_CODE\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes the ratio of ACTION='1' to ACTION='0' for each ROLE_CODE using the requested grouped two-condition template; groups with no ACTION='0' yield NULL ratios via NULLIF.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e799832c408cb13eaec63483a141c33821012d30
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_2c1bb7ddc45ad67b",
+  "api_calls": 0,
+  "input_tokens": 14423,
+  "cached_input_tokens": 13696,
+  "output_tokens": 573,
+  "total_tokens": 14996,
+  "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": 14554.26,
+  "sql_execution_elapsed_ms_total": 30.73,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_2c1bb7ddc45ad67b/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_c/c9/artifacts/v2q_c9_425372f7c052785b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_425372f7c052785b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..024997d2430063b7258dc20466f8c06468634a5a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_425372f7c052785b/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T16:06:06.250157+00:00",
+  "ended_at": "2026-05-19T16:06:14.049115+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_425372f7c052785b",
+    "problem_id": "v2p_c9_1ed760220c51ac45",
+    "dataset_id": "c9",
+    "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=ROLE_ROLLUP_2.",
+    "bindings": {
+      "measure_col": "ROLE_ROLLUP_2",
+      "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": 118386.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "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_c/c9/artifacts/v2q_c9_425372f7c052785b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_425372f7c052785b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..23844d10247c202ffe637f13a22736cf8e1b6a1f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_425372f7c052785b/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:06:09.964460+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3711.35, "started_at": "2026-05-19T16:06:06.252350+00:00", "ended_at": "2026-05-19T16:06:09.963722+00:00", "prompt_metrics": {"chars": 7069, "bytes_utf8": 7069, "lines": 214, "estimated_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-bfc3-7343-a65c-d581f22d19a6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:06:14.048967+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": 3082.94, "started_at": "2026-05-19T16:06:10.965195+00:00", "ended_at": "2026-05-19T16:06:14.048167+00:00", "prompt_metrics": {"chars": 7069, "bytes_utf8": 7069, "lines": 214, "estimated_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-d236-7ac2-a17c-2a96c5ae76d0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_c/c9/artifacts/v2q_c9_44d85409464b0cfa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..53e6ac2ca43ae4cc35b2b77321012d94d402956e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/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=ROLE_ROLLUP_2, measure_col=RESOURCE.
+Result preview: [{"ROLE_ROLLUP_2": "118775", "ROLE_FAMILY_DESC": "310589", "total_measure": 18418.0, "share_within_group": 100.0}, {"ROLE_ROLLUP_2": "118907", "ROLE_FAMILY_DESC": "117886", "total_measure": 8708.0, "share_within_group": 100.0}, {"ROLE_ROLLUP_2": "119028", "ROLE_FAMILY_DESC": "119029", "total_measure": 39085.0, "share_within_group": 100.0}, {"ROLE_ROLLUP_2": "119344", "ROLE_FAMILY_DESC": "155173", "total_measure": 16997.0, "share_within_group": 100.0}, {"ROLE_ROLLUP_2": "119623", "ROLE_FAMILY_DESC": "117906", "total_measure": 199445.0, "share_within_group": 100.0}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..aaffc351d8c9289200d43b78a410a0d55e73a183
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_44d85409464b0cfa
+-- problem_id: v2p_c9_4a8d3903fdbe425b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ROLE_ROLLUP_2",
+  "ROLE_FAMILY_DESC",
+  SUM(CAST("RESOURCE" AS REAL)) AS total_measure,
+  SUM(CAST("RESOURCE" AS REAL)) * 100.0 / SUM(SUM(CAST("RESOURCE" AS REAL))) OVER (PARTITION BY "ROLE_ROLLUP_2") AS share_within_group
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_2", "ROLE_FAMILY_DESC"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4322b85df3d335dc05285eae460a67184526d56a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/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  \"ROLE_ROLLUP_2\",\n  \"ROLE_FAMILY_DESC\",\n  SUM(CAST(\"RESOURCE\" AS REAL)) AS total_measure,\n  SUM(CAST(\"RESOURCE\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"RESOURCE\" AS REAL))) OVER (PARTITION BY \"ROLE_ROLLUP_2\") AS share_within_group\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_2\", \"ROLE_FAMILY_DESC\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"ROLE_ROLLUP_2\\\",\\n  \\\"ROLE_FAMILY_DESC\\\",\\n  SUM(CAST(\\\"RESOURCE\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"RESOURCE\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"RESOURCE\\\" AS REAL))) OVER (PARTITION BY \\\"ROLE_ROLLUP_2\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_2\\\", \\\"ROLE_FAMILY_DESC\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"ROLE_ROLLUP_2\", \"ROLE_FAMILY_DESC\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"ROLE_ROLLUP_2\": \"118775\", \"ROLE_FAMILY_DESC\": \"310589\", \"total_measure\": 18418.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"118907\", \"ROLE_FAMILY_DESC\": \"117886\", \"total_measure\": 8708.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"119028\", \"ROLE_FAMILY_DESC\": \"119029\", \"total_measure\": 39085.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"119344\", \"ROLE_FAMILY_DESC\": \"155173\", \"total_measure\": 16997.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"119623\", \"ROLE_FAMILY_DESC\": \"117906\", \"total_measure\": 199445.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"119715\", \"ROLE_FAMILY_DESC\": \"290919\", \"total_measure\": 84064.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"120018\", \"ROLE_FAMILY_DESC\": \"117913\", \"total_measure\": 20292.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"120355\", \"ROLE_FAMILY_DESC\": \"121373\", \"total_measure\": 1969.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"120862\", \"ROLE_FAMILY_DESC\": \"117906\", \"total_measure\": 153487.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"121602\", \"ROLE_FAMILY_DESC\": \"129413\", \"total_measure\": 74327.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"125018\", \"ROLE_FAMILY_DESC\": \"138790\", \"total_measure\": 75078.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"130685\", \"ROLE_FAMILY_DESC\": \"300603\", \"total_measure\": 228790.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"131390\", \"ROLE_FAMILY_DESC\": \"131391\", \"total_measure\": 79625.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"132564\", \"ROLE_FAMILY_DESC\": \"124301\", \"total_measure\": 114620.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"132840\", \"ROLE_FAMILY_DESC\": \"132841\", \"total_measure\": 5893.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"140550\", \"ROLE_FAMILY_DESC\": \"197783\", \"total_measure\": 77506.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"141176\", \"ROLE_FAMILY_DESC\": \"117906\", \"total_measure\": 82111.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"141222\", \"ROLE_FAMILY_DESC\": \"273828\", \"total_measure\": 25993.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"143009\", \"ROLE_FAMILY_DESC\": \"311693\", \"total_measure\": 34924.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"147237\", \"ROLE_FAMILY_DESC\": \"118195\", \"total_measure\": 38587.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"159716\", \"ROLE_FAMILY_DESC\": \"159717\", \"total_measure\": 207573.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"176316\", \"ROLE_FAMILY_DESC\": \"119771\", \"total_measure\": 29693.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"185842\", \"ROLE_FAMILY_DESC\": \"279443\", \"total_measure\": 78360.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"286791\", \"ROLE_FAMILY_DESC\": \"117906\", \"total_measure\": 80859.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"32137\", \"ROLE_FAMILY_DESC\": \"303450\", \"total_measure\": 36267.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_2\": \"151110\", \"ROLE_FAMILY_DESC\": \"117906\", \"total_measure\": 281215.0, \"share_within_group\": 98.04547086859051}, {\"ROLE_ROLLUP_2\": \"123999\", \"ROLE_FAMILY_DESC\": \"311261\", \"total_measure\": 65617.0, \"share_within_group\": 94.7154940962499}, {\"ROLE_ROLLUP_2\": \"131854\", \"ROLE_FAMILY_DESC\": \"117906\", \"total_measure\": 552163.0, \"share_within_group\": 91.84668792489425}, {\"ROLE_ROLLUP_2\": \"124157\", \"ROLE_FAMILY_DESC\": \"300603\", \"total_measure\": 25883.0, \"share_within_group\": 81.45455689828802}, {\"ROLE_ROLLUP_2\": \"121019\", \"ROLE_FAMILY_DESC\": \"118054\", \"total_measure\": 158282.0, \"share_within_group\": 79.30754584627718}, {\"ROLE_ROLLUP_2\": \"119741\", \"ROLE_FAMILY_DESC\": \"117913\", \"total_measure\": 213388.0, \"share_within_group\": 76.27619684225954}, {\"ROLE_ROLLUP_2\": \"125715\", \"ROLE_FAMILY_DESC\": \"117906\", \"total_measure\": 1496614.0, \"share_within_group\": 75.76027861865084}, {\"ROLE_ROLLUP_2\": \"138799\", \"ROLE_FAMILY_DESC\": \"117906\", \"total_measure\": 1540786.0, \"share_within_group\": 72.03714846622783}, {\"ROLE_ROLLUP_2\": \"119762\", \"ROLE_FAMILY_DESC\": \"156279\", \"total_measure\": 85853.0, \"share_within_group\": 71.53164862815674}, {\"ROLE_ROLLUP_2\": \"120884\", \"ROLE_FAMILY_DESC\": \"300603\", \"total_measure\": 222898.0, \"share_within_group\": 71.44510152731702}, {\"ROLE_ROLLUP_2\": \"124335\", \"ROLE_FAMILY_DESC\": \"300603\", \"total_measure\": 130811.0, \"share_within_group\": 68.77658427840608}, {\"ROLE_ROLLUP_2\": \"117994\", \"ROLE_FAMILY_DESC\": \"117913\", \"total_measure\": 651766.0, \"share_within_group\": 68.68691339601683}, {\"ROLE_ROLLUP_2\": \"119836\", \"ROLE_FAMILY_DESC\": \"140424\", \"total_measure\": 170571.0, \"share_within_group\": 68.3125610752447}, {\"ROLE_ROLLUP_2\": \"118977\", \"ROLE_FAMILY_DESC\": \"118250\", \"total_measure\": 452438.0, \"share_within_group\": 66.67963597509303}, {\"ROLE_ROLLUP_2\": \"117883\", \"ROLE_FAMILY_DESC\": \"117886\", \"total_measure\": 297031.0, \"share_within_group\": 66.5167024595175}, {\"ROLE_ROLLUP_2\": \"118350\", \"ROLE_FAMILY_DESC\": \"125539\", \"total_measure\": 1153942.0, \"share_within_group\": 66.4792020251251}, {\"ROLE_ROLLUP_2\": \"117894\", \"ROLE_FAMILY_DESC\": \"117897\", \"total_measure\": 2939747.0, \"share_within_group\": 66.31943723791416}, {\"ROLE_ROLLUP_2\": \"124035\", \"ROLE_FAMILY_DESC\": \"126042\", \"total_measure\": 493168.0, \"share_within_group\": 63.603476493430954}, {\"ROLE_ROLLUP_2\": \"118237\", \"ROLE_FAMILY_DESC\": \"117913\", \"total_measure\": 1060616.0, \"share_within_group\": 63.19058173065466}, {\"ROLE_ROLLUP_2\": \"126102\", \"ROLE_FAMILY_DESC\": \"300603\", \"total_measure\": 206814.0, \"share_within_group\": 62.61739967663996}, {\"ROLE_ROLLUP_2\": \"120269\", \"ROLE_FAMILY_DESC\": \"162209\", \"total_measure\": 66006.0, \"share_within_group\": 61.569889464110815}, {\"ROLE_ROLLUP_2\": \"118359\", \"ROLE_FAMILY_DESC\": \"117886\", \"total_measure\": 43876.0, \"share_within_group\": 60.11316773760429}, {\"ROLE_ROLLUP_2\": \"126095\", \"ROLE_FAMILY_DESC\": \"300603\", \"total_measure\": 172327.0, \"share_within_group\": 58.93899077234577}, {\"ROLE_ROLLUP_2\": \"119829\", \"ROLE_FAMILY_DESC\": \"267952\", \"total_measure\": 93709.0, \"share_within_group\": 58.293417271109895}, {\"ROLE_ROLLUP_2\": \"126919\", \"ROLE_FAMILY_DESC\": \"118043\", \"total_measure\": 627200.0, \"share_within_group\": 58.09903514102355}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 59.05}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f0c0c2d705d3106e8ca05b8bfc1941f2add3c82
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:38:22.180753+00:00",
+  "ended_at": "2026-05-19T15:38:39.571863+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_44d85409464b0cfa",
+    "problem_id": "v2p_c9_4a8d3903fdbe425b",
+    "dataset_id": "c9",
+    "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=ROLE_ROLLUP_2, measure_col=RESOURCE.",
+    "bindings": {
+      "group_col": "ROLE_ROLLUP_2",
+      "measure_col": "RESOURCE",
+      "item_col": "ROLE_FAMILY_DESC",
+      "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": 74189.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=1/2",
+      "binding_index=32"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_44d85409464b0cfa.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_44d85409464b0cfa",
+    "api_calls": 0,
+    "input_tokens": 14343,
+    "cached_input_tokens": 13696,
+    "output_tokens": 705,
+    "total_tokens": 15048,
+    "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": 17326.75,
+    "sql_execution_elapsed_ms_total": 59.05,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/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_c/c9/artifacts/v2q_c9_44d85409464b0cfa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..13f223c16d8f6a969a940e2fb166c3f01e0ed1d9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:38:39.510470+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": 17326.75, "started_at": "2026-05-19T15:38:22.182783+00:00", "ended_at": "2026-05-19T15:38:39.509561+00:00", "prompt_metrics": {"chars": 7550, "bytes_utf8": 7550, "lines": 218, "estimated_tokens": null}, "response_metrics": {"chars": 636, "bytes_utf8": 636, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14343, "cached_input_tokens": 13696, "output_tokens": 705, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"ROLE_ROLLUP_2\\\",\\n  \\\"ROLE_FAMILY_DESC\\\",\\n  SUM(CAST(\\\"RESOURCE\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"RESOURCE\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"RESOURCE\\\" AS REAL))) OVER (PARTITION BY \\\"ROLE_ROLLUP_2\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_2\\\", \\\"ROLE_FAMILY_DESC\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"ROLE_ROLLUP_2\\\", item_col=\\\"ROLE_FAMILY_DESC\\\", and measure_col=\\\"RESOURCE\\\". Cast \\\"RESOURCE\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3410110b4511865337890ddfa7f46a1500194669
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_44d85409464b0cfa",
+  "api_calls": 0,
+  "input_tokens": 14343,
+  "cached_input_tokens": 13696,
+  "output_tokens": 705,
+  "total_tokens": 15048,
+  "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": 17326.75,
+  "sql_execution_elapsed_ms_total": 59.05,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_44d85409464b0cfa/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_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e88fa594962ff5d1874acd1f05d8daf474a1200f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/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 \"ROLE_ROLLUP_1\", \"ROLE_TITLE\",\n       SUM(CAST(\"ROLE_CODE\" AS REAL)) AS total_measure,\n       SUM(CAST(\"ROLE_CODE\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ROLE_CODE\" AS REAL))) OVER (PARTITION BY \"ROLE_ROLLUP_1\") AS share_within_group\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_1\", \"ROLE_TITLE\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"ROLE_ROLLUP_1\\\", \\\"ROLE_TITLE\\\",\\n       SUM(CAST(\\\"ROLE_CODE\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"ROLE_CODE\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ROLE_CODE\\\" AS REAL))) OVER (PARTITION BY \\\"ROLE_ROLLUP_1\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_1\\\", \\\"ROLE_TITLE\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"ROLE_ROLLUP_1\", \"ROLE_TITLE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"ROLE_ROLLUP_1\": \"118774\", \"ROLE_TITLE\": \"118636\", \"total_measure\": 118639.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"119027\", \"ROLE_TITLE\": \"118054\", \"total_measure\": 354165.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"119343\", \"ROLE_TITLE\": \"126538\", \"total_measure\": 126540.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"120354\", \"ROLE_TITLE\": \"119192\", \"total_measure\": 119194.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"121411\", \"ROLE_TITLE\": \"117879\", \"total_measure\": 117880.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"133430\", \"ROLE_TITLE\": \"119587\", \"total_measure\": 119589.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"141221\", \"ROLE_TITLE\": \"208565\", \"total_measure\": 208567.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"143008\", \"ROLE_TITLE\": \"120300\", \"total_measure\": 120303.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"147236\", \"ROLE_TITLE\": \"118194\", \"total_measure\": 118196.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"203209\", \"ROLE_TITLE\": \"179731\", \"total_measure\": 117973.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"209434\", \"ROLE_TITLE\": \"279482\", \"total_measure\": 136061.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"311178\", \"ROLE_TITLE\": \"279482\", \"total_measure\": 272122.0, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"130684\", \"ROLE_TITLE\": \"121372\", \"total_measure\": 1213740.0, \"share_within_group\": 91.09242007254431}, {\"ROLE_ROLLUP_1\": \"119370\", \"ROLE_TITLE\": \"118702\", \"total_measure\": 712230.0, \"share_within_group\": 85.73801770785056}, {\"ROLE_ROLLUP_1\": \"126918\", \"ROLE_TITLE\": \"118043\", \"total_measure\": 3659426.0, \"share_within_group\": 81.27901710703038}, {\"ROLE_ROLLUP_1\": \"131853\", \"ROLE_TITLE\": \"117905\", \"total_measure\": 2004436.0, \"share_within_group\": 80.24850807875454}, {\"ROLE_ROLLUP_1\": \"130570\", \"ROLE_TITLE\": \"118043\", \"total_measure\": 1416552.0, \"share_within_group\": 79.89099354466117}, {\"ROLE_ROLLUP_1\": \"183723\", \"ROLE_TITLE\": \"118451\", \"total_measure\": 473816.0, \"share_within_group\": 79.87875293550405}, {\"ROLE_ROLLUP_1\": \"124034\", \"ROLE_TITLE\": \"280788\", \"total_measure\": 1667148.0, \"share_within_group\": 73.81784595003148}, {\"ROLE_ROLLUP_1\": \"120268\", \"ROLE_TITLE\": \"118370\", \"total_measure\": 355119.0, \"share_within_group\": 73.10630623953952}, {\"ROLE_ROLLUP_1\": \"118079\", \"ROLE_TITLE\": \"117879\", \"total_measure\": 18978680.0, \"share_within_group\": 72.72171598094988}, {\"ROLE_ROLLUP_1\": \"216705\", \"ROLE_TITLE\": \"119849\", \"total_measure\": 838957.0, \"share_within_group\": 70.15388654891248}, {\"ROLE_ROLLUP_1\": \"119178\", \"ROLE_TITLE\": \"117896\", \"total_measure\": 825286.0, \"share_within_group\": 69.68508192125697}, {\"ROLE_ROLLUP_1\": \"118976\", \"ROLE_TITLE\": \"117879\", \"total_measure\": 943040.0, \"share_within_group\": 66.6071489111641}, {\"ROLE_ROLLUP_1\": \"132839\", \"ROLE_TITLE\": \"118054\", \"total_measure\": 944440.0, \"share_within_group\": 66.35117704419571}, {\"ROLE_ROLLUP_1\": \"120883\", \"ROLE_TITLE\": \"119192\", \"total_measure\": 953552.0, \"share_within_group\": 64.78669794738941}, {\"ROLE_ROLLUP_1\": \"119740\", \"ROLE_TITLE\": \"117885\", \"total_measure\": 589440.0, \"share_within_group\": 60.421238869110894}, {\"ROLE_ROLLUP_1\": \"119828\", \"ROLE_TITLE\": \"118568\", \"total_measure\": 355710.0, \"share_within_group\": 60.13632997805601}, {\"ROLE_ROLLUP_1\": \"192441\", \"ROLE_TITLE\": \"118321\", \"total_measure\": 354966.0, \"share_within_group\": 60.08409193238792}, {\"ROLE_ROLLUP_1\": \"118126\", \"ROLE_TITLE\": \"117896\", \"total_measure\": 2122164.0, \"share_within_group\": 56.16701647032668}, {\"ROLE_ROLLUP_1\": \"118441\", \"ROLE_TITLE\": \"118054\", \"total_measure\": 2361100.0, \"share_within_group\": 55.33343957403727}, {\"ROLE_ROLLUP_1\": \"117876\", \"ROLE_TITLE\": \"117879\", \"total_measure\": 11434360.0, \"share_within_group\": 54.95897576690207}, {\"ROLE_ROLLUP_1\": \"118725\", \"ROLE_TITLE\": \"118422\", \"total_measure\": 2842200.0, \"share_within_group\": 53.97453044798176}, {\"ROLE_ROLLUP_1\": \"138798\", \"ROLE_TITLE\": \"118321\", \"total_measure\": 2366440.0, \"share_within_group\": 53.78704246045194}, {\"ROLE_ROLLUP_1\": \"118550\", \"ROLE_TITLE\": \"118054\", \"total_measure\": 2243045.0, \"share_within_group\": 52.622361544734446}, {\"ROLE_ROLLUP_1\": \"118670\", \"ROLE_TITLE\": \"117896\", \"total_measure\": 1296878.0, \"share_within_group\": 52.0862777700799}, {\"ROLE_ROLLUP_1\": \"118181\", \"ROLE_TITLE\": \"118568\", \"total_measure\": 2608540.0, \"share_within_group\": 51.213798476155176}, {\"ROLE_ROLLUP_1\": \"119615\", \"ROLE_TITLE\": \"118568\", \"total_measure\": 237140.0, \"share_within_group\": 50.11242223424398}, {\"ROLE_ROLLUP_1\": \"118358\", \"ROLE_TITLE\": \"118321\", \"total_measure\": 118322.0, \"share_within_group\": 50.05647757607551}, {\"ROLE_ROLLUP_1\": \"118358\", \"ROLE_TITLE\": \"118054\", \"total_measure\": 118055.0, \"share_within_group\": 49.94352242392449}, {\"ROLE_ROLLUP_1\": \"119665\", \"ROLE_TITLE\": \"117896\", \"total_measure\": 943184.0, \"share_within_group\": 49.83883479139409}, {\"ROLE_ROLLUP_1\": \"127616\", \"ROLE_TITLE\": \"179731\", \"total_measure\": 235946.0, \"share_within_group\": 49.83767365328275}, {\"ROLE_ROLLUP_1\": \"118023\", \"ROLE_TITLE\": \"117885\", \"total_measure\": 1060992.0, \"share_within_group\": 49.75399488669509}, {\"ROLE_ROLLUP_1\": \"118192\", \"ROLE_TITLE\": \"118194\", \"total_measure\": 1418352.0, \"share_within_group\": 47.68792802994516}, {\"ROLE_ROLLUP_1\": \"117943\", \"ROLE_TITLE\": \"118274\", \"total_measure\": 5322420.0, \"share_within_group\": 47.678238670862115}, {\"ROLE_ROLLUP_1\": \"118003\", \"ROLE_TITLE\": \"117879\", \"total_measure\": 2239720.0, \"share_within_group\": 47.43314373234536}, {\"ROLE_ROLLUP_1\": \"117932\", \"ROLE_TITLE\": \"117879\", \"total_measure\": 4597320.0, \"share_within_group\": 45.63857341585759}, {\"ROLE_ROLLUP_1\": \"11146\", \"ROLE_TITLE\": \"118568\", \"total_measure\": 1541410.0, \"share_within_group\": 44.91120377794768}, {\"ROLE_ROLLUP_1\": \"117993\", \"ROLE_TITLE\": \"117896\", \"total_measure\": 1532674.0, \"share_within_group\": 44.58930565822781}, {\"ROLE_ROLLUP_1\": \"121518\", \"ROLE_TITLE\": \"118568\", \"total_measure\": 474280.0, \"share_within_group\": 44.50650406046308}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 30.53}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..20f92c54308864bfa1b524cba1bcd0928fbf901b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:38:09.051253+00:00",
+  "ended_at": "2026-05-19T15:38:22.180234+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_491a0d8758d7e6cd",
+    "problem_id": "v2p_c9_b2e667a0f6130bd5",
+    "dataset_id": "c9",
+    "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=ROLE_ROLLUP_1, measure_col=ROLE_CODE.",
+    "bindings": {
+      "group_col": "ROLE_ROLLUP_1",
+      "measure_col": "ROLE_CODE",
+      "item_col": "ROLE_TITLE",
+      "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": 118813.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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_c/c9/sql/v2q_c9_491a0d8758d7e6cd.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_491a0d8758d7e6cd",
+    "api_calls": 0,
+    "input_tokens": 14343,
+    "cached_input_tokens": 13696,
+    "output_tokens": 486,
+    "total_tokens": 14829,
+    "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": 13093.65,
+    "sql_execution_elapsed_ms_total": 30.53,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/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_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b564bd2518ac34da89806ec87df603d8098c3241
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_491a0d8758d7e6cd",
+  "api_calls": 0,
+  "input_tokens": 14343,
+  "cached_input_tokens": 13696,
+  "output_tokens": 486,
+  "total_tokens": 14829,
+  "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": 13093.65,
+  "sql_execution_elapsed_ms_total": 30.53,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_491a0d8758d7e6cd/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_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9c69e47b2b5fda3111abd31f4249cd19aa5cf5f1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/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=ROLE_DEPTNAME, measure_col=ROLE_ROLLUP_2.
+Result preview: [{"ROLE_DEPTNAME": "117878", "total_measure": 133977101}, {"ROLE_DEPTNAME": "117941", "total_measure": 88734657}, {"ROLE_DEPTNAME": "117945", "total_measure": 78406784}, {"ROLE_DEPTNAME": "118514", "total_measure": 71218284}, {"ROLE_DEPTNAME": "117920", "total_measure": 69291176}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c2fd3bf4bc4089e4b11cd131511aee9fd2c63a81
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_4d9cfe30fc0e6f46
+-- problem_id: v2p_c9_fc20697240b3b3bd
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_DEPTNAME", SUM(CAST("ROLE_ROLLUP_2" AS NUMERIC)) AS total_measure
+FROM "c9"
+GROUP BY "ROLE_DEPTNAME"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c04a26a48eb1be15d5fd8cff7c5aa2d37f3708ab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/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 \"ROLE_DEPTNAME\", SUM(CAST(\"ROLE_ROLLUP_2\" AS NUMERIC)) AS total_measure\nFROM \"c9\"\nGROUP BY \"ROLE_DEPTNAME\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ROLE_DEPTNAME\\\", SUM(CAST(\\\"ROLE_ROLLUP_2\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_DEPTNAME\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"ROLE_DEPTNAME\", \"total_measure\"], \"rows\": [{\"ROLE_DEPTNAME\": \"117878\", \"total_measure\": 133977101}, {\"ROLE_DEPTNAME\": \"117941\", \"total_measure\": 88734657}, {\"ROLE_DEPTNAME\": \"117945\", \"total_measure\": 78406784}, {\"ROLE_DEPTNAME\": \"118514\", \"total_measure\": 71218284}, {\"ROLE_DEPTNAME\": \"117920\", \"total_measure\": 69291176}, {\"ROLE_DEPTNAME\": \"119598\", \"total_measure\": 64292104}, {\"ROLE_DEPTNAME\": \"117884\", \"total_measure\": 63050356}, {\"ROLE_DEPTNAME\": \"118403\", \"total_measure\": 62903870}, {\"ROLE_DEPTNAME\": \"119181\", \"total_measure\": 62092991}, {\"ROLE_DEPTNAME\": \"120722\", \"total_measure\": 59275202}, {\"ROLE_DEPTNAME\": \"118320\", \"total_measure\": 51461662}, {\"ROLE_DEPTNAME\": \"117895\", \"total_measure\": 51089424}, {\"ROLE_DEPTNAME\": \"118746\", \"total_measure\": 49106894}, {\"ROLE_DEPTNAME\": \"118783\", \"total_measure\": 43273462}, {\"ROLE_DEPTNAME\": \"120663\", \"total_measure\": 39797928}, {\"ROLE_DEPTNAME\": \"118910\", \"total_measure\": 38455804}, {\"ROLE_DEPTNAME\": \"118437\", \"total_measure\": 37541176}, {\"ROLE_DEPTNAME\": \"118631\", \"total_measure\": 36053021}, {\"ROLE_DEPTNAME\": \"118352\", \"total_measure\": 35988941}, {\"ROLE_DEPTNAME\": \"120551\", \"total_measure\": 35948820}, {\"ROLE_DEPTNAME\": \"118458\", \"total_measure\": 35498389}, {\"ROLE_DEPTNAME\": \"118042\", \"total_measure\": 35475998}, {\"ROLE_DEPTNAME\": \"118202\", \"total_measure\": 34943816}, {\"ROLE_DEPTNAME\": \"118395\", \"total_measure\": 34631575}, {\"ROLE_DEPTNAME\": \"118623\", \"total_measure\": 33736473}, {\"ROLE_DEPTNAME\": \"120370\", \"total_measure\": 33106988}, {\"ROLE_DEPTNAME\": \"122007\", \"total_measure\": 31625109}, {\"ROLE_DEPTNAME\": \"118507\", \"total_measure\": 31567501}, {\"ROLE_DEPTNAME\": \"118522\", \"total_measure\": 29724790}, {\"ROLE_DEPTNAME\": \"118391\", \"total_measure\": 27329137}, {\"ROLE_DEPTNAME\": \"119924\", \"total_measure\": 27191750}, {\"ROLE_DEPTNAME\": \"118378\", \"total_measure\": 25922782}, {\"ROLE_DEPTNAME\": \"119223\", \"total_measure\": 24780425}, {\"ROLE_DEPTNAME\": \"118992\", \"total_measure\": 24435413}, {\"ROLE_DEPTNAME\": \"118684\", \"total_measure\": 23332178}, {\"ROLE_DEPTNAME\": \"118933\", \"total_measure\": 23078821}, {\"ROLE_DEPTNAME\": \"119993\", \"total_measure\": 22487943}, {\"ROLE_DEPTNAME\": \"117912\", \"total_measure\": 22023542}, {\"ROLE_DEPTNAME\": \"118810\", \"total_measure\": 21764120}, {\"ROLE_DEPTNAME\": \"118856\", \"total_measure\": 21698807}, {\"ROLE_DEPTNAME\": \"123719\", \"total_measure\": 21669352}, {\"ROLE_DEPTNAME\": \"118979\", \"total_measure\": 21192904}, {\"ROLE_DEPTNAME\": \"118008\", \"total_measure\": 21149214}, {\"ROLE_DEPTNAME\": \"118821\", \"total_measure\": 21081102}, {\"ROLE_DEPTNAME\": \"118501\", \"total_measure\": 20420849}, {\"ROLE_DEPTNAME\": \"120171\", \"total_measure\": 20332030}, {\"ROLE_DEPTNAME\": \"118360\", \"total_measure\": 20005394}, {\"ROLE_DEPTNAME\": \"120559\", \"total_measure\": 19786422}, {\"ROLE_DEPTNAME\": \"121747\", \"total_measure\": 19181502}, {\"ROLE_DEPTNAME\": \"124725\", \"total_measure\": 19166473}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.45}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..c540d08647bbbed52c8a1533030850050f3799a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:29:20.955910+00:00",
+  "ended_at": "2026-05-19T15:29:30.089916+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_4d9cfe30fc0e6f46",
+    "problem_id": "v2p_c9_fc20697240b3b3bd",
+    "dataset_id": "c9",
+    "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=ROLE_DEPTNAME, measure_col=ROLE_ROLLUP_2.",
+    "bindings": {
+      "group_col": "ROLE_DEPTNAME",
+      "measure_col": "ROLE_ROLLUP_2",
+      "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": 118386.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/2",
+      "binding_index=3"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4d9cfe30fc0e6f46.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_4d9cfe30fc0e6f46",
+    "api_calls": 0,
+    "input_tokens": 14228,
+    "cached_input_tokens": 12288,
+    "output_tokens": 384,
+    "total_tokens": 14612,
+    "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": 9110.0,
+    "sql_execution_elapsed_ms_total": 18.45,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/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_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b7ff8f2b6d8efb6ea21added7bb2b4658dcd74de
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:29:30.069810+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": 9110.0, "started_at": "2026-05-19T15:29:20.958942+00:00", "ended_at": "2026-05-19T15:29:30.068972+00:00", "prompt_metrics": {"chars": 7142, "bytes_utf8": 7142, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14228, "cached_input_tokens": 12288, "output_tokens": 384, "reasoning_output_tokens": 268}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ROLE_DEPTNAME\\\", SUM(CAST(\\\"ROLE_ROLLUP_2\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_DEPTNAME\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped-sum template with group_col=\\\"ROLE_DEPTNAME\\\" and measure_col=\\\"ROLE_ROLLUP_2\\\". Added CAST(... AS NUMERIC) because the schema stores columns as TEXT in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..00e3130d417bed1f1acaad6023feadc628bb99e9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_4d9cfe30fc0e6f46",
+  "api_calls": 0,
+  "input_tokens": 14228,
+  "cached_input_tokens": 12288,
+  "output_tokens": 384,
+  "total_tokens": 14612,
+  "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": 9110.0,
+  "sql_execution_elapsed_ms_total": 18.45,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_4d9cfe30fc0e6f46/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_c/c9/artifacts/v2q_c9_53c60be0576dd751/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b8c2755937d675b2757342abfb39e0698076c55f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/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=ROLE_ROLLUP_1, measure_col=ROLE_CODE.
+Result preview: [{"ROLE_ROLLUP_1": "118774", "ROLE_TITLE": "118636", "total_measure": 118639, "share_within_group": 100.0}, {"ROLE_ROLLUP_1": "119027", "ROLE_TITLE": "118054", "total_measure": 354165, "share_within_group": 100.0}, {"ROLE_ROLLUP_1": "119343", "ROLE_TITLE": "126538", "total_measure": 126540, "share_within_group": 100.0}, {"ROLE_ROLLUP_1": "120354", "ROLE_TITLE": "119192", "total_measure": 119194, "share_within_group": 100.0}, {"ROLE_ROLLUP_1": "121411", "ROLE_TITLE": "117879", "total_measure": 117880, "share_within_group": 100.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..573b0d317838bc533575632a931eb3d69655547f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/generated_sql.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_53c60be0576dd751
+-- problem_id: v2p_c9_014d78744d084252
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ROLE_ROLLUP_1",
+  "ROLE_TITLE",
+  SUM(CAST("ROLE_CODE" AS NUMERIC)) AS total_measure,
+  SUM(CAST("ROLE_CODE" AS NUMERIC)) * 100.0
+    / SUM(SUM(CAST("ROLE_CODE" AS NUMERIC))) OVER (PARTITION BY "ROLE_ROLLUP_1") AS share_within_group
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_1", "ROLE_TITLE"
+ORDER BY share_within_group DESC
+LIMIT 11;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b1689dbe80e214928a4280a02aea7da1ae27885f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/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  \"ROLE_ROLLUP_1\",\n  \"ROLE_TITLE\",\n  SUM(CAST(\"ROLE_CODE\" AS NUMERIC)) AS total_measure,\n  SUM(CAST(\"ROLE_CODE\" AS NUMERIC)) * 100.0\n    / SUM(SUM(CAST(\"ROLE_CODE\" AS NUMERIC))) OVER (PARTITION BY \"ROLE_ROLLUP_1\") AS share_within_group\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_1\", \"ROLE_TITLE\"\nORDER BY share_within_group DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"ROLE_ROLLUP_1\\\",\\n  \\\"ROLE_TITLE\\\",\\n  SUM(CAST(\\\"ROLE_CODE\\\" AS NUMERIC)) AS total_measure,\\n  SUM(CAST(\\\"ROLE_CODE\\\" AS NUMERIC)) * 100.0\\n    / SUM(SUM(CAST(\\\"ROLE_CODE\\\" AS NUMERIC))) OVER (PARTITION BY \\\"ROLE_ROLLUP_1\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_1\\\", \\\"ROLE_TITLE\\\"\\nORDER BY share_within_group DESC\\nLIMIT 11;\", \"columns\": [\"ROLE_ROLLUP_1\", \"ROLE_TITLE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"ROLE_ROLLUP_1\": \"118774\", \"ROLE_TITLE\": \"118636\", \"total_measure\": 118639, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"119027\", \"ROLE_TITLE\": \"118054\", \"total_measure\": 354165, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"119343\", \"ROLE_TITLE\": \"126538\", \"total_measure\": 126540, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"120354\", \"ROLE_TITLE\": \"119192\", \"total_measure\": 119194, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"121411\", \"ROLE_TITLE\": \"117879\", \"total_measure\": 117880, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"133430\", \"ROLE_TITLE\": \"119587\", \"total_measure\": 119589, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"141221\", \"ROLE_TITLE\": \"208565\", \"total_measure\": 208567, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"143008\", \"ROLE_TITLE\": \"120300\", \"total_measure\": 120303, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"147236\", \"ROLE_TITLE\": \"118194\", \"total_measure\": 118196, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"203209\", \"ROLE_TITLE\": \"179731\", \"total_measure\": 117973, \"share_within_group\": 100.0}, {\"ROLE_ROLLUP_1\": \"209434\", \"ROLE_TITLE\": \"279482\", \"total_measure\": 136061, \"share_within_group\": 100.0}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 35.55}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7da2b43acbbc05b8fe817bda3cbd73599f673bea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:37:55.818457+00:00",
+  "ended_at": "2026-05-19T15:38:09.050589+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_53c60be0576dd751",
+    "problem_id": "v2p_c9_014d78744d084252",
+    "dataset_id": "c9",
+    "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=ROLE_ROLLUP_1, measure_col=ROLE_CODE.",
+    "bindings": {
+      "group_col": "ROLE_ROLLUP_1",
+      "measure_col": "ROLE_CODE",
+      "item_col": "ROLE_TITLE",
+      "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": 119348.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=1/2",
+      "binding_index=31"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 8,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_53c60be0576dd751.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_53c60be0576dd751",
+    "api_calls": 0,
+    "input_tokens": 14342,
+    "cached_input_tokens": 12032,
+    "output_tokens": 710,
+    "total_tokens": 15052,
+    "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": 13190.31,
+    "sql_execution_elapsed_ms_total": 35.55,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/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_c/c9/artifacts/v2q_c9_53c60be0576dd751/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fb5986367b8031014a72214235e92b799ee01ce6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:38:09.012469+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": 13190.31, "started_at": "2026-05-19T15:37:55.820495+00:00", "ended_at": "2026-05-19T15:38:09.010842+00:00", "prompt_metrics": {"chars": 7542, "bytes_utf8": 7542, "lines": 218, "estimated_tokens": null}, "response_metrics": {"chars": 643, "bytes_utf8": 643, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14342, "cached_input_tokens": 12032, "output_tokens": 710, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"ROLE_ROLLUP_1\\\",\\n  \\\"ROLE_TITLE\\\",\\n  SUM(CAST(\\\"ROLE_CODE\\\" AS NUMERIC)) AS total_measure,\\n  SUM(CAST(\\\"ROLE_CODE\\\" AS NUMERIC)) * 100.0\\n    / SUM(SUM(CAST(\\\"ROLE_CODE\\\" AS NUMERIC))) OVER (PARTITION BY \\\"ROLE_ROLLUP_1\\\") AS share_within_group\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_1\\\", \\\"ROLE_TITLE\\\"\\nORDER BY share_within_group DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"ROLE_ROLLUP_1\\\", item_col=\\\"ROLE_TITLE\\\", and measure_col=\\\"ROLE_CODE\\\". CAST was added because the schema stores columns as TEXT in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f728dd0b186f607fdc37fbe9cc4b3e8bb7d45f9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_53c60be0576dd751",
+  "api_calls": 0,
+  "input_tokens": 14342,
+  "cached_input_tokens": 12032,
+  "output_tokens": 710,
+  "total_tokens": 15052,
+  "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": 13190.31,
+  "sql_execution_elapsed_ms_total": 35.55,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_53c60be0576dd751/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_c/c9/artifacts/v2q_c9_56cda6f7192195d3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..02d103b847ef17b37328a23a3d825712b83d9b93
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/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=ACTION, measure_col=ROLE_DEPTNAME.
+Result preview: [{"ACTION": "1", "percentile_measure": 125016.0}, {"ACTION": "0", "percentile_measure": 124948.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f0a4bf696ad46ecc218f8c33560923b810ff4e2f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/generated_sql.sql
@@ -0,0 +1,32 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_56cda6f7192195d3
+-- problem_id: v2p_c9_988410341899f868
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "ACTION",
+    CAST("ROLE_DEPTNAME" AS REAL) AS "measure_value",
+    CUME_DIST() OVER (
+      PARTITION BY "ACTION"
+      ORDER BY CAST("ROLE_DEPTNAME" AS REAL)
+    ) AS "cd"
+  FROM "c9"
+  WHERE "ROLE_DEPTNAME" IS NOT NULL
+    AND TRIM("ROLE_DEPTNAME") <> ''
+)
+SELECT
+  "ACTION",
+  MIN("measure_value") AS "percentile_measure"
+FROM "ranked"
+WHERE "cd" >= 0.95
+GROUP BY "ACTION"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e2cf9b9d382cb386c1e4bd878060e2d107138024
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/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    \"ACTION\",\n    CAST(\"ROLE_DEPTNAME\" AS REAL) AS \"measure_value\",\n    CUME_DIST() OVER (\n      PARTITION BY \"ACTION\"\n      ORDER BY CAST(\"ROLE_DEPTNAME\" AS REAL)\n    ) AS \"cd\"\n  FROM \"c9\"\n  WHERE \"ROLE_DEPTNAME\" IS NOT NULL\n    AND TRIM(\"ROLE_DEPTNAME\") <> ''\n)\nSELECT\n  \"ACTION\",\n  MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cd\" >= 0.95\nGROUP BY \"ACTION\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"ACTION\\\",\\n    CAST(\\\"ROLE_DEPTNAME\\\" AS REAL) AS \\\"measure_value\\\",\\n    CUME_DIST() OVER (\\n      PARTITION BY \\\"ACTION\\\"\\n      ORDER BY CAST(\\\"ROLE_DEPTNAME\\\" AS REAL)\\n    ) AS \\\"cd\\\"\\n  FROM \\\"c9\\\"\\n  WHERE \\\"ROLE_DEPTNAME\\\" IS NOT NULL\\n    AND TRIM(\\\"ROLE_DEPTNAME\\\") <> ''\\n)\\nSELECT\\n  \\\"ACTION\\\",\\n  MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cd\\\" >= 0.95\\nGROUP BY \\\"ACTION\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ACTION\", \"percentile_measure\"], \"rows\": [{\"ACTION\": \"1\", \"percentile_measure\": 125016.0}, {\"ACTION\": \"0\", \"percentile_measure\": 124948.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 53.54}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b67bef988728ebe4a55facdaa99477cd17ef6af7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:51:58.978246+00:00",
+  "ended_at": "2026-05-19T15:52:16.086639+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_56cda6f7192195d3",
+    "problem_id": "v2p_c9_988410341899f868",
+    "dataset_id": "c9",
+    "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=ACTION, measure_col=ROLE_DEPTNAME.",
+    "bindings": {
+      "group_col": "ACTION",
+      "measure_col": "ROLE_DEPTNAME",
+      "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": 120535.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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_c/c9/sql/v2q_c9_56cda6f7192195d3.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_56cda6f7192195d3",
+    "api_calls": 0,
+    "input_tokens": 14256,
+    "cached_input_tokens": 12032,
+    "output_tokens": 725,
+    "total_tokens": 14981,
+    "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": 17048.99,
+    "sql_execution_elapsed_ms_total": 53.54,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/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_c/c9/artifacts/v2q_c9_56cda6f7192195d3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..049af0e8e236f8200320476da9a87b8c2ac5716d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:52:16.030673+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": 17048.99, "started_at": "2026-05-19T15:51:58.980841+00:00", "ended_at": "2026-05-19T15:52:16.029857+00:00", "prompt_metrics": {"chars": 7308, "bytes_utf8": 7308, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 754, "bytes_utf8": 754, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14256, "cached_input_tokens": 12032, "output_tokens": 725, "reasoning_output_tokens": 500}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"ACTION\\\",\\n    CAST(\\\"ROLE_DEPTNAME\\\" AS REAL) AS \\\"measure_value\\\",\\n    CUME_DIST() OVER (\\n      PARTITION BY \\\"ACTION\\\"\\n      ORDER BY CAST(\\\"ROLE_DEPTNAME\\\" AS REAL)\\n    ) AS \\\"cd\\\"\\n  FROM \\\"c9\\\"\\n  WHERE \\\"ROLE_DEPTNAME\\\" IS NOT NULL\\n    AND TRIM(\\\"ROLE_DEPTNAME\\\") <> ''\\n)\\nSELECT\\n  \\\"ACTION\\\",\\n  MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cd\\\" >= 0.95\\nGROUP BY \\\"ACTION\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the nearest-rank 95th percentile of ROLE_DEPTNAME within each ACTION group, casting the text-typed measure to REAL.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..714ad925e1cc8055bf8395ccd4193d6b4c5ed6d9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_56cda6f7192195d3",
+  "api_calls": 0,
+  "input_tokens": 14256,
+  "cached_input_tokens": 12032,
+  "output_tokens": 725,
+  "total_tokens": 14981,
+  "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": 17048.99,
+  "sql_execution_elapsed_ms_total": 53.54,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_56cda6f7192195d3/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_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3f2250aa53bd387712f280d65e860377c4a85cff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=ROLE_ROLLUP_1, group_col_2=ROLE_DEPTNAME.
+Result preview: [{"ROLE_ROLLUP_1": "117961", "ROLE_DEPTNAME": "118514", "row_count": 160}, {"ROLE_ROLLUP_1": "117961", "ROLE_DEPTNAME": "120722", "row_count": 135}, {"ROLE_ROLLUP_1": "117961", "ROLE_DEPTNAME": "119598", "row_count": 127}, {"ROLE_ROLLUP_1": "117961", "ROLE_DEPTNAME": "118910", "row_count": 123}, {"ROLE_ROLLUP_1": "117961", "ROLE_DEPTNAME": "118403", "row_count": 118}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9a912dbe6e7d35fffff564eeb977c8ebf92ce944
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_c9_586f2844ff2de0e2
+-- problem_id: v2p_c9_ee20c59d1e8ee950
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_1", "ROLE_DEPTNAME", COUNT(*) AS "row_count"
+FROM "c9"
+WHERE CAST("RESOURCE" AS REAL) >= 74189.0
+GROUP BY "ROLE_ROLLUP_1", "ROLE_DEPTNAME"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fc2e54adee749b64ccf8a330bdba0f0f1ec8d779
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"ROLE_ROLLUP_1\", \"ROLE_DEPTNAME\", COUNT(*) AS \"row_count\"\nFROM \"c9\"\nWHERE CAST(\"RESOURCE\" AS REAL) >= 74189.0\nGROUP BY \"ROLE_ROLLUP_1\", \"ROLE_DEPTNAME\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"ROLE_ROLLUP_1\\\", \\\"ROLE_DEPTNAME\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c9\\\"\\nWHERE CAST(\\\"RESOURCE\\\" AS REAL) >= 74189.0\\nGROUP BY \\\"ROLE_ROLLUP_1\\\", \\\"ROLE_DEPTNAME\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"ROLE_ROLLUP_1\", \"ROLE_DEPTNAME\", \"row_count\"], \"rows\": [{\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118514\", \"row_count\": 160}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"120722\", \"row_count\": 135}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"119598\", \"row_count\": 127}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118910\", \"row_count\": 123}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118403\", \"row_count\": 118}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118746\", \"row_count\": 100}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118352\", \"row_count\": 95}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"119181\", \"row_count\": 95}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"120551\", \"row_count\": 95}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118783\", \"row_count\": 91}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"119984\", \"row_count\": 87}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"120663\", \"row_count\": 87}, {\"ROLE_ROLLUP_1\": \"91261\", \"ROLE_DEPTNAME\": \"118202\", \"row_count\": 87}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118395\", \"row_count\": 80}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118501\", \"row_count\": 80}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118458\", \"row_count\": 75}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118391\", \"row_count\": 70}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118437\", \"row_count\": 70}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118320\", \"row_count\": 65}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118522\", \"row_count\": 59}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"119924\", \"row_count\": 57}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118684\", \"row_count\": 56}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118867\", \"row_count\": 56}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118631\", \"row_count\": 54}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"120370\", \"row_count\": 54}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"119223\", \"row_count\": 53}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118896\", \"row_count\": 51}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"277693\", \"row_count\": 51}, {\"ROLE_ROLLUP_1\": \"117983\", \"ROLE_DEPTNAME\": \"117878\", \"row_count\": 51}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"119954\", \"row_count\": 50}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"120312\", \"row_count\": 50}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"121747\", \"row_count\": 50}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"120410\", \"row_count\": 48}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118821\", \"row_count\": 47}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"120317\", \"row_count\": 47}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"122273\", \"row_count\": 47}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118933\", \"row_count\": 46}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"119993\", \"row_count\": 46}, {\"ROLE_ROLLUP_1\": \"118315\", \"ROLE_DEPTNAME\": \"119214\", \"row_count\": 46}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"119830\", \"row_count\": 45}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"124725\", \"row_count\": 45}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118856\", \"row_count\": 44}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"122007\", \"row_count\": 43}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"119064\", \"row_count\": 42}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"120096\", \"row_count\": 42}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"120535\", \"row_count\": 42}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"121961\", \"row_count\": 42}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"123125\", \"row_count\": 42}, {\"ROLE_ROLLUP_1\": \"91261\", \"ROLE_DEPTNAME\": \"119507\", \"row_count\": 41}, {\"ROLE_ROLLUP_1\": \"117961\", \"ROLE_DEPTNAME\": \"118660\", \"row_count\": 40}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.01}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb37e1ec0f85d8dc3246d2a0113e22369d355c75
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/run_manifest.json
@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:43:07.033933+00:00",
+  "ended_at": "2026-05-19T15:43:25.407006+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_586f2844ff2de0e2",
+    "problem_id": "v2p_c9_ee20c59d1e8ee950",
+    "dataset_id": "c9",
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=ROLE_ROLLUP_1, group_col_2=ROLE_DEPTNAME.",
+    "bindings": {
+      "group_col": "ROLE_ROLLUP_1",
+      "group_col_2": "ROLE_DEPTNAME",
+      "predicate_col": "RESOURCE",
+      "predicate_op": ">=",
+      "predicate_value": 74189.0,
+      "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": 118386.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/1",
+      "binding_index=51"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_586f2844ff2de0e2.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_586f2844ff2de0e2",
+    "api_calls": 0,
+    "input_tokens": 14323,
+    "cached_input_tokens": 13696,
+    "output_tokens": 604,
+    "total_tokens": 14927,
+    "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": 18352.92,
+    "sql_execution_elapsed_ms_total": 14.01,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/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_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a4d1e6d9b5e7fa5d2d35236525f3d27b07fe713e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:43:25.390192+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": 18352.92, "started_at": "2026-05-19T15:43:07.036161+00:00", "ended_at": "2026-05-19T15:43:25.389120+00:00", "prompt_metrics": {"chars": 7456, "bytes_utf8": 7456, "lines": 220, "estimated_tokens": null}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14323, "cached_input_tokens": 13696, "output_tokens": 604, "reasoning_output_tokens": 472}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"ROLE_ROLLUP_1\\\", \\\"ROLE_DEPTNAME\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c9\\\"\\nWHERE CAST(\\\"RESOURCE\\\" AS REAL) >= 74189.0\\nGROUP BY \\\"ROLE_ROLLUP_1\\\", \\\"ROLE_DEPTNAME\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the planned filtered two-dimensional group-count template with ROLE_ROLLUP_1 and ROLE_DEPTNAME, and cast RESOURCE to REAL because the SQLite schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..044385d23c463372b4e1aeb99d4902c0fb7f4793
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_586f2844ff2de0e2",
+  "api_calls": 0,
+  "input_tokens": 14323,
+  "cached_input_tokens": 13696,
+  "output_tokens": 604,
+  "total_tokens": 14927,
+  "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": 18352.92,
+  "sql_execution_elapsed_ms_total": 14.01,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_586f2844ff2de0e2/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_c/c9/artifacts/v2q_c9_5f9147fa8feab173/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9ecece5e649da03548830346668e52a26d6807eb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/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=ACTION, measure_col=ROLE_FAMILY_DESC.
+Result preview: [{"ACTION": "1", "total_measure": 5255642708}, {"ACTION": "0", "total_measure": 320932287}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..93e93371ab0b157652d8d6bd166677b6e94c18ea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_5f9147fa8feab173
+-- problem_id: v2p_c9_ae71bae2f8443267
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ACTION", SUM(CAST("ROLE_FAMILY_DESC" AS NUMERIC)) AS "total_measure"
+FROM "c9"
+GROUP BY "ACTION"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d2859a4e649f4a2eadf8e62f7dbe5cc5ab4d1e8f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/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 \"ACTION\", SUM(CAST(\"ROLE_FAMILY_DESC\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c9\"\nGROUP BY \"ACTION\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ACTION\\\", SUM(CAST(\\\"ROLE_FAMILY_DESC\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ACTION\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"ACTION\", \"total_measure\"], \"rows\": [{\"ACTION\": \"1\", \"total_measure\": 5255642708}, {\"ACTION\": \"0\", \"total_measure\": 320932287}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.77}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5220ea2f6a8aaf524a9689bdea9a5dd1a8092a83
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:31:06.819103+00:00",
+  "ended_at": "2026-05-19T15:31:23.663319+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_5f9147fa8feab173",
+    "problem_id": "v2p_c9_ae71bae2f8443267",
+    "dataset_id": "c9",
+    "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=ACTION, measure_col=ROLE_FAMILY_DESC.",
+    "bindings": {
+      "group_col": "ACTION",
+      "measure_col": "ROLE_FAMILY_DESC",
+      "top_k": 16,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 164523.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=6"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5f9147fa8feab173.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_5f9147fa8feab173",
+    "api_calls": 0,
+    "input_tokens": 14218,
+    "cached_input_tokens": 13696,
+    "output_tokens": 367,
+    "total_tokens": 14585,
+    "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": 16822.15,
+    "sql_execution_elapsed_ms_total": 16.77,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/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_c/c9/artifacts/v2q_c9_5f9147fa8feab173/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..946a34904423d5bb35933e1a811fa16101de6742
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:31:23.644718+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": 16822.15, "started_at": "2026-05-19T15:31:06.821411+00:00", "ended_at": "2026-05-19T15:31:23.643594+00:00", "prompt_metrics": {"chars": 7136, "bytes_utf8": 7136, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14218, "cached_input_tokens": 13696, "output_tokens": 367, "reasoning_output_tokens": 263}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ACTION\\\", SUM(CAST(\\\"ROLE_FAMILY_DESC\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ACTION\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the provided grouped-sum template with \\\"ACTION\\\" as the grouping column and summed \\\"ROLE_FAMILY_DESC\\\" after casting to NUMERIC because the SQLite schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..6b327f1b3adfbab4a7680fe9e8375a334903a247
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_5f9147fa8feab173",
+  "api_calls": 0,
+  "input_tokens": 14218,
+  "cached_input_tokens": 13696,
+  "output_tokens": 367,
+  "total_tokens": 14585,
+  "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": 16822.15,
+  "sql_execution_elapsed_ms_total": 16.77,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_5f9147fa8feab173/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_c/c9/artifacts/v2q_c9_6858034a82528bfe/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6858034a82528bfe/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7647e0096c114c72ba62bb92db4354000bcf3a48
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6858034a82528bfe/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:56:49.496820+00:00",
+  "ended_at": "2026-05-19T15:56:56.543922+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_6858034a82528bfe",
+    "problem_id": "v2p_c9_956d232ddcf2b98b",
+    "dataset_id": "c9",
+    "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=ROLE_TITLE, measure_col=RESOURCE.",
+    "bindings": {
+      "group_col": "ROLE_TITLE",
+      "measure_col": "RESOURCE",
+      "top_k": 18,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 43174.88,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "notes": [
+      "default_facets=rare_target_concentration",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=2/2",
+      "binding_index=88"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6858034a82528bfe/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6858034a82528bfe/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a0eaa1371fcd1777f82f9c4d9e578a3c32889bbe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6858034a82528bfe/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:56:52.529352+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": 3028.91, "started_at": "2026-05-19T15:56:49.499637+00:00", "ended_at": "2026-05-19T15:56:52.528576+00:00", "prompt_metrics": {"chars": 7306, "bytes_utf8": 7306, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f4-40ec-7962-9526-43d443ae4ba3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T15:56:56.543826+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": 3012.68, "started_at": "2026-05-19T15:56:53.530385+00:00", "ended_at": "2026-05-19T15:56:56.543107+00:00", "prompt_metrics": {"chars": 7306, "bytes_utf8": 7306, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f4-50a8-7810-ab92-711ebc51daa7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b8df2c286aadadf3e5a98f6fa431021857c96166
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/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=ROLE_ROLLUP_1, measure_col=MGR_ID.
+Result preview: [{"ROLE_ROLLUP_1": "117961", "group_value": 387612179.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4a19dec9bae39819c5577c9ddfbd0ca89f3d613e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_6d90df1a9cc4bc39
+-- problem_id: v2p_c9_d717a885784192c1
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+    SELECT "ROLE_ROLLUP_1", SUM(CAST("MGR_ID" AS REAL)) AS "group_value"
+    FROM "c9"
+    GROUP BY "ROLE_ROLLUP_1"
+), "total" AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM "grouped"
+)
+SELECT g."ROLE_ROLLUP_1", 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_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e349cb5a88b932413a1d8faea39181a6e8a24d04
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/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 \"ROLE_ROLLUP_1\", SUM(CAST(\"MGR_ID\" AS REAL)) AS \"group_value\"\n    FROM \"c9\"\n    GROUP BY \"ROLE_ROLLUP_1\"\n), \"total\" AS (\n    SELECT SUM(\"group_value\") AS \"total_value\"\n    FROM \"grouped\"\n)\nSELECT g.\"ROLE_ROLLUP_1\", 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 \\\"ROLE_ROLLUP_1\\\", SUM(CAST(\\\"MGR_ID\\\" AS REAL)) AS \\\"group_value\\\"\\n    FROM \\\"c9\\\"\\n    GROUP BY \\\"ROLE_ROLLUP_1\\\"\\n), \\\"total\\\" AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"ROLE_ROLLUP_1\\\", 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\": [\"ROLE_ROLLUP_1\", \"group_value\"], \"rows\": [{\"ROLE_ROLLUP_1\": \"117961\", \"group_value\": 387612179.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.08}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6cdabd2138067e3bde26a80322d940d53fe19dc5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:47:50.924055+00:00",
+  "ended_at": "2026-05-19T15:48:04.276020+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_6d90df1a9cc4bc39",
+    "problem_id": "v2p_c9_d717a885784192c1",
+    "dataset_id": "c9",
+    "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=ROLE_ROLLUP_1, measure_col=MGR_ID.",
+    "bindings": {
+      "group_col": "ROLE_ROLLUP_1",
+      "measure_col": "MGR_ID",
+      "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": 20807.92,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=2/2",
+      "binding_index=73"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6d90df1a9cc4bc39.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_6d90df1a9cc4bc39",
+    "api_calls": 0,
+    "input_tokens": 14361,
+    "cached_input_tokens": 12032,
+    "output_tokens": 684,
+    "total_tokens": 15045,
+    "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": 13324.73,
+    "sql_execution_elapsed_ms_total": 18.08,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/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_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3e05e71a3c0b959de2776236450a152866abfc65
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:48:04.254691+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": 13324.73, "started_at": "2026-05-19T15:47:50.928769+00:00", "ended_at": "2026-05-19T15:48:04.253557+00:00", "prompt_metrics": {"chars": 7685, "bytes_utf8": 7685, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 699, "bytes_utf8": 699, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14361, "cached_input_tokens": 12032, "output_tokens": 684, "reasoning_output_tokens": 468}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n    SELECT \\\"ROLE_ROLLUP_1\\\", SUM(CAST(\\\"MGR_ID\\\" AS REAL)) AS \\\"group_value\\\"\\n    FROM \\\"c9\\\"\\n    GROUP BY \\\"ROLE_ROLLUP_1\\\"\\n), \\\"total\\\" AS (\\n    SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n    FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"ROLE_ROLLUP_1\\\", 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 requested Relative-to-Total Extreme Threshold template with group_col=\\\"ROLE_ROLLUP_1\\\" and measure_col=\\\"MGR_ID\\\". CAST(\\\"MGR_ID\\\" AS REAL) is applied because the schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d2dcd9c1375f08853d4d8399e132f4f7d66f927
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_6d90df1a9cc4bc39",
+  "api_calls": 0,
+  "input_tokens": 14361,
+  "cached_input_tokens": 12032,
+  "output_tokens": 684,
+  "total_tokens": 15045,
+  "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": 13324.73,
+  "sql_execution_elapsed_ms_total": 18.08,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_6d90df1a9cc4bc39/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_c/c9/artifacts/v2q_c9_785967e2e2cbf50e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_785967e2e2cbf50e/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6f6d3bd5d23b5acdd249849463f25e999bf0fa22
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_785967e2e2cbf50e/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "118321", "support": 4649, "support_share": 0.14187189111660412, "support_rank": 1}, {"value_label": "117905", "support": 3583, "support_share": 0.10934114559492203, "support_rank": 2}, {"value_label": "118784", "support": 1772, "support_share": 0.05407549818425952, "support_rank": 3}, {"value_label": "117879", "support": 1256, "support_share": 0.03832890841954286, "support_rank": 4}, {"value_label": "118568", "support": 1043, "support_share": 0.03182886264457262, "support_rank": 5}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_785967e2e2cbf50e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_785967e2e2cbf50e/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6131ea82cf2e5e2dd9f54816036ffa1f247c1284
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_785967e2e2cbf50e/generated_sql.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_785967e2e2cbf50e
+-- problem_id: v2p_c9_a2398bfdf78e336b
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "ROLE_TITLE" AS value_label, COUNT(*) AS support
+    FROM "c9"
+    GROUP BY "ROLE_TITLE"
+)
+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_c/c9/artifacts/v2q_c9_785967e2e2cbf50e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_785967e2e2cbf50e/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a4586760f42c553a37bf0cbd2629edb676dbe3ec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_785967e2e2cbf50e/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_c\n-- sql_source_dataset_id: c9\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c9_785967e2e2cbf50e\n-- problem_id: v2p_c9_a2398bfdf78e336b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"ROLE_TITLE\" AS value_label, COUNT(*) AS support\n    FROM \"c9\"\n    GROUP BY \"ROLE_TITLE\"\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_c\\n-- sql_source_dataset_id: c9\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c9_785967e2e2cbf50e\\n-- problem_id: v2p_c9_a2398bfdf78e336b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"ROLE_TITLE\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c9\\\"\\n    GROUP BY \\\"ROLE_TITLE\\\"\\n)\\nSELECT\\n    value_label,\\n    support,\\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"118321\", \"support\": 4649, \"support_share\": 0.14187189111660412, \"support_rank\": 1}, {\"value_label\": \"117905\", \"support\": 3583, \"support_share\": 0.10934114559492203, \"support_rank\": 2}, {\"value_label\": \"118784\", \"support\": 1772, \"support_share\": 0.05407549818425952, \"support_rank\": 3}, {\"value_label\": \"117879\", \"support\": 1256, \"support_share\": 0.03832890841954286, \"support_rank\": 4}, {\"value_label\": \"118568\", \"support\": 1043, \"support_share\": 0.03182886264457262, \"support_rank\": 5}, {\"value_label\": \"117885\", \"support\": 806, \"support_share\": 0.02459641734566206, \"support_rank\": 6}, {\"value_label\": \"118054\", \"support\": 774, \"support_share\": 0.02361988464707498, \"support_rank\": 7}, {\"value_label\": \"118685\", \"support\": 597, \"support_share\": 0.018218438158015198, \"support_rank\": 8}, {\"value_label\": \"118777\", \"support\": 566, \"support_share\": 0.017272422106258966, \"support_rank\": 9}, {\"value_label\": \"118451\", \"support\": 521, \"support_share\": 0.015899172998870885, \"support_rank\": 10}, {\"value_label\": \"120344\", \"support\": 473, \"support_share\": 0.014434373950990266, \"support_rank\": 11}, {\"value_label\": \"307024\", \"support\": 467, \"support_share\": 0.014251274070005189, \"support_rank\": 12}, {\"value_label\": \"280788\", \"support\": 394, \"support_share\": 0.012023558851353413, \"support_rank\": 13}, {\"value_label\": \"179731\", \"support\": 384, \"support_share\": 0.011718392383044951, \"support_rank\": 14}, {\"value_label\": \"118422\", \"support\": 376, \"support_share\": 0.011474259208398181, \"support_rank\": 15}, {\"value_label\": \"118890\", \"support\": 347, \"support_share\": 0.010589276450303641, \"support_rank\": 16}, {\"value_label\": \"118636\", \"support\": 344, \"support_share\": 0.010497726509811102, \"support_rank\": 17}, {\"value_label\": \"118396\", \"support\": 342, \"support_share\": 0.01043669321614941, \"support_rank\": 18}, {\"value_label\": \"119849\", \"support\": 337, \"support_share\": 0.01028410998199518, \"support_rank\": 19}, {\"value_label\": \"118834\", \"support\": 335, \"support_share\": 0.010223076688333487, \"support_rank\": 20}, {\"value_label\": \"117946\", \"support\": 329, \"support_share\": 0.01003997680734841, \"support_rank\": 21}, {\"value_label\": \"120773\", \"support\": 289, \"support_share\": 0.00881931093411456, \"support_rank\": 22}, {\"value_label\": \"118641\", \"support\": 288, \"support_share\": 0.008788794287283713, \"support_rank\": 23}, {\"value_label\": \"118259\", \"support\": 274, \"support_share\": 0.008361561231651866, \"support_rank\": 24}, {\"value_label\": \"117899\", \"support\": 240, \"support_share\": 0.007323995239403094, \"support_rank\": 25}, {\"value_label\": \"118043\", \"support\": 238, \"support_share\": 0.007262961945741402, \"support_rank\": 26}, {\"value_label\": \"119093\", \"support\": 224, \"support_share\": 0.006835728890109555, \"support_rank\": 27}, {\"value_label\": \"118747\", \"support\": 218, \"support_share\": 0.006652629009124477, \"support_rank\": 28}, {\"value_label\": \"120690\", \"support\": 217, \"support_share\": 0.006622112362293631, \"support_rank\": 29}, {\"value_label\": \"120006\", \"support\": 216, \"support_share\": 0.006591595715462785, \"support_rank\": 30}, {\"value_label\": \"120647\", \"support\": 211, \"support_share\": 0.006439012481308554, \"support_rank\": 31}, {\"value_label\": \"128230\", \"support\": 201, \"support_share\": 0.0061338460130000915, \"support_rank\": 32}, {\"value_label\": \"118995\", \"support\": 199, \"support_share\": 0.006072812719338399, \"support_rank\": 33}, {\"value_label\": \"119433\", \"support\": 199, \"support_share\": 0.006072812719338399, \"support_rank\": 34}, {\"value_label\": \"119962\", \"support\": 197, \"support_share\": 0.006011779425676707, \"support_rank\": 35}, {\"value_label\": \"118278\", \"support\": 196, \"support_share\": 0.00598126277884586, \"support_rank\": 36}, {\"value_label\": \"119192\", \"support\": 196, \"support_share\": 0.00598126277884586, \"support_rank\": 37}, {\"value_label\": \"118318\", \"support\": 185, \"support_share\": 0.005645579663706552, \"support_rank\": 38}, {\"value_label\": \"118293\", \"support\": 180, \"support_share\": 0.005492996429552321, \"support_rank\": 39}, {\"value_label\": \"119928\", \"support\": 176, \"support_share\": 0.005370929842228936, \"support_rank\": 40}, {\"value_label\": \"118523\", \"support\": 175, \"support_share\": 0.00534041319539809, \"support_rank\": 41}, {\"value_label\": \"120097\", \"support\": 175, \"support_share\": 0.00534041319539809, \"support_rank\": 42}, {\"value_label\": \"118826\", \"support\": 172, \"support_share\": 0.005248863254905551, \"support_rank\": 43}, {\"value_label\": \"117896\", \"support\": 165, \"support_share\": 0.005035246727089627, \"support_rank\": 44}, {\"value_label\": \"118274\", \"support\": 164, \"support_share\": 0.005004730080258781, \"support_rank\": 45}, {\"value_label\": \"120497\", \"support\": 160, \"support_share\": 0.004882663492935396, \"support_rank\": 46}, {\"value_label\": \"118912\", \"support\": 159, \"support_share\": 0.00485214684610455, \"support_rank\": 47}, {\"value_label\": \"123067\", \"support\": 154, \"support_share\": 0.004699563611950319, \"support_rank\": 48}, {\"value_label\": \"118702\", \"support\": 152, \"support_share\": 0.0046385303182886264, \"support_rank\": 49}, {\"value_label\": \"118980\", \"support\": 147, \"support_share\": 0.004485947084134395, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.18}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_785967e2e2cbf50e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_785967e2e2cbf50e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..85ae3d98f43decafe59e7d8860c0793eb86c359f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_785967e2e2cbf50e/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T16:10:51.688522+00:00",
+  "ended_at": "2026-05-19T16:10:51.702554+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_785967e2e2cbf50e",
+    "problem_id": "v2p_c9_a2398bfdf78e336b",
+    "dataset_id": "c9",
+    "template_id": "tpl_cardinality_support_rank_profile",
+    "template_name": "Cardinality Support Rank Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "support_concentration",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=ROLE_TITLE.",
+    "bindings": {
+      "group_col": "ROLE_TITLE"
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_785967e2e2cbf50e.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_c/c9/artifacts/v2q_c9_785967e2e2cbf50e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_785967e2e2cbf50e/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_785967e2e2cbf50e/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_c/c9/artifacts/v2q_c9_7cc18ada06393e0d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7cc18ada06393e0d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe6be89df3610759c617271c0075f00eee57a77f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7cc18ada06393e0d/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T16:02:26.259361+00:00",
+  "ended_at": "2026-05-19T16:02:35.253824+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_7cc18ada06393e0d",
+    "problem_id": "v2p_c9_88af590ea5d88d2c",
+    "dataset_id": "c9",
+    "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=ACTION, condition_col=ROLE_FAMILY.",
+    "bindings": {
+      "group_col": "ACTION",
+      "condition_col": "ROLE_FAMILY",
+      "condition_value": "118424",
+      "positive_value": "290919",
+      "negative_value": "118424",
+      "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": 74189.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=2/2",
+      "binding_index=96"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7cc18ada06393e0d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7cc18ada06393e0d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0102edaf4eb7f5a54ae05b4f9c64dabe85460442
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_7cc18ada06393e0d/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:02:31.007560+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": 4745.69, "started_at": "2026-05-19T16:02:26.261037+00:00", "ended_at": "2026-05-19T16:02:31.006752+00:00", "prompt_metrics": {"chars": 7386, "bytes_utf8": 7386, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-644f-7fd0-996a-121c1e57063a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:02:35.253658+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3243.34, "started_at": "2026-05-19T16:02:32.008981+00:00", "ended_at": "2026-05-19T16:02:35.252391+00:00", "prompt_metrics": {"chars": 7386, "bytes_utf8": 7386, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-7ae2-71b2-994f-2481ea72ad47\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_c/c9/artifacts/v2q_c9_91da50622bd63486/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..986a2a52ba632a82782791472bf06991dff44248
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/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=ROLE_ROLLUP_2, measure_col=RESOURCE.
+Result preview: [{"ROLE_ROLLUP_2": "118300", "total_measure": 195344199.0}, {"ROLE_ROLLUP_2": "118343", "total_measure": 173974524.0}, {"ROLE_ROLLUP_2": "118327", "total_measure": 106752703.0}, {"ROLE_ROLLUP_2": "118225", "total_measure": 100487439.0}, {"ROLE_ROLLUP_2": "118386", "total_measure": 86806677.0}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0780eba94486330674fe2a5de924aa9ad2fa1d4f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_91da50622bd63486
+-- problem_id: v2p_c9_4fdefa95d0997e08
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_2", SUM(CAST("RESOURCE" AS REAL)) AS total_measure
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_2"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0c7bb55e56d9aac0b9e508cee39d26c4fb52c7bb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/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 \"ROLE_ROLLUP_2\", SUM(CAST(\"RESOURCE\" AS REAL)) AS total_measure\nFROM \"c9\"\nGROUP BY \"ROLE_ROLLUP_2\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ROLE_ROLLUP_2\\\", SUM(CAST(\\\"RESOURCE\\\" AS REAL)) AS total_measure\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_2\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"ROLE_ROLLUP_2\", \"total_measure\"], \"rows\": [{\"ROLE_ROLLUP_2\": \"118300\", \"total_measure\": 195344199.0}, {\"ROLE_ROLLUP_2\": \"118343\", \"total_measure\": 173974524.0}, {\"ROLE_ROLLUP_2\": \"118327\", \"total_measure\": 106752703.0}, {\"ROLE_ROLLUP_2\": \"118225\", \"total_measure\": 100487439.0}, {\"ROLE_ROLLUP_2\": \"118386\", \"total_measure\": 86806677.0}, {\"ROLE_ROLLUP_2\": \"118052\", \"total_measure\": 84621605.0}, {\"ROLE_ROLLUP_2\": \"117962\", \"total_measure\": 75795432.0}, {\"ROLE_ROLLUP_2\": \"118413\", \"total_measure\": 47096220.0}, {\"ROLE_ROLLUP_2\": \"118446\", \"total_measure\": 42585224.0}, {\"ROLE_ROLLUP_2\": \"118026\", \"total_measure\": 37621320.0}, {\"ROLE_ROLLUP_2\": \"117903\", \"total_measure\": 18358405.0}, {\"ROLE_ROLLUP_2\": \"118291\", \"total_measure\": 18004663.0}, {\"ROLE_ROLLUP_2\": \"118463\", \"total_measure\": 16254583.0}, {\"ROLE_ROLLUP_2\": \"118888\", \"total_measure\": 15408049.0}, {\"ROLE_ROLLUP_2\": \"117969\", \"total_measure\": 15069406.0}, {\"ROLE_ROLLUP_2\": \"118316\", \"total_measure\": 13723858.0}, {\"ROLE_ROLLUP_2\": \"118170\", \"total_measure\": 13372775.0}, {\"ROLE_ROLLUP_2\": \"119091\", \"total_measure\": 13273442.0}, {\"ROLE_ROLLUP_2\": \"118213\", \"total_measure\": 12448408.0}, {\"ROLE_ROLLUP_2\": \"119597\", \"total_measure\": 9934702.0}, {\"ROLE_ROLLUP_2\": \"118080\", \"total_measure\": 9849806.0}, {\"ROLE_ROLLUP_2\": \"118041\", \"total_measure\": 9638453.0}, {\"ROLE_ROLLUP_2\": \"119070\", \"total_measure\": 9046573.0}, {\"ROLE_ROLLUP_2\": \"118257\", \"total_measure\": 8164209.0}, {\"ROLE_ROLLUP_2\": \"118178\", \"total_measure\": 7933429.0}, {\"ROLE_ROLLUP_2\": \"119256\", \"total_measure\": 7905701.0}, {\"ROLE_ROLLUP_2\": \"117954\", \"total_measure\": 7848990.0}, {\"ROLE_ROLLUP_2\": \"118574\", \"total_measure\": 7354445.0}, {\"ROLE_ROLLUP_2\": \"117877\", \"total_measure\": 7065934.0}, {\"ROLE_ROLLUP_2\": \"118007\", \"total_measure\": 6953172.0}, {\"ROLE_ROLLUP_2\": \"117984\", \"total_measure\": 6705381.0}, {\"ROLE_ROLLUP_2\": \"118603\", \"total_measure\": 6612243.0}, {\"ROLE_ROLLUP_2\": \"119135\", \"total_measure\": 6478767.0}, {\"ROLE_ROLLUP_2\": \"118596\", \"total_measure\": 6006881.0}, {\"ROLE_ROLLUP_2\": \"118220\", \"total_measure\": 5571768.0}, {\"ROLE_ROLLUP_2\": \"117891\", \"total_measure\": 5276741.0}, {\"ROLE_ROLLUP_2\": \"120343\", \"total_measure\": 5225309.0}, {\"ROLE_ROLLUP_2\": \"119281\", \"total_measure\": 5107080.0}, {\"ROLE_ROLLUP_2\": \"117911\", \"total_measure\": 4580642.0}, {\"ROLE_ROLLUP_2\": \"118091\", \"total_measure\": 4464889.0}, {\"ROLE_ROLLUP_2\": \"117894\", \"total_measure\": 4432708.0}, {\"ROLE_ROLLUP_2\": \"117940\", \"total_measure\": 4334244.0}, {\"ROLE_ROLLUP_2\": \"122974\", \"total_measure\": 4226224.0}, {\"ROLE_ROLLUP_2\": \"121013\", \"total_measure\": 4041921.0}, {\"ROLE_ROLLUP_2\": \"117933\", \"total_measure\": 3862741.0}, {\"ROLE_ROLLUP_2\": \"117944\", \"total_measure\": 3737836.0}, {\"ROLE_ROLLUP_2\": \"118991\", \"total_measure\": 3682301.0}, {\"ROLE_ROLLUP_2\": \"118954\", \"total_measure\": 3487836.0}, {\"ROLE_ROLLUP_2\": \"118011\", \"total_measure\": 3453093.0}, {\"ROLE_ROLLUP_2\": \"118102\", \"total_measure\": 3448439.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 19.17}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..742e4f29e60b645649cf873b3c5078e7e52a0780
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:32:04.613745+00:00",
+  "ended_at": "2026-05-19T15:32:21.073550+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_91da50622bd63486",
+    "problem_id": "v2p_c9_4fdefa95d0997e08",
+    "dataset_id": "c9",
+    "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=ROLE_ROLLUP_2, measure_col=RESOURCE.",
+    "bindings": {
+      "group_col": "ROLE_ROLLUP_2",
+      "measure_col": "RESOURCE",
+      "top_k": 18,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 43174.88,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=2/2",
+      "binding_index=8"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_91da50622bd63486.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_91da50622bd63486",
+    "api_calls": 0,
+    "input_tokens": 14222,
+    "cached_input_tokens": 12032,
+    "output_tokens": 531,
+    "total_tokens": 14753,
+    "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": 16435.03,
+    "sql_execution_elapsed_ms_total": 19.17,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/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_c/c9/artifacts/v2q_c9_91da50622bd63486/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..03ebf818baec714e2812f53c19b18c337b66e947
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:32:21.052522+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": 16435.03, "started_at": "2026-05-19T15:32:04.616186+00:00", "ended_at": "2026-05-19T15:32:21.051239+00:00", "prompt_metrics": {"chars": 7134, "bytes_utf8": 7134, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14222, "cached_input_tokens": 12032, "output_tokens": 531, "reasoning_output_tokens": 418}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"ROLE_ROLLUP_2\\\", SUM(CAST(\\\"RESOURCE\\\" AS REAL)) AS total_measure\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ROLE_ROLLUP_2\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the planned Grouped Numeric Sum template with \\\"ROLE_ROLLUP_2\\\" as group_col and \\\"RESOURCE\\\" as measure_col. \\\"RESOURCE\\\" is cast to REAL because the SQLite schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d0267467c1fc53e18dfa0e37bb22a3aa35c447c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_91da50622bd63486",
+  "api_calls": 0,
+  "input_tokens": 14222,
+  "cached_input_tokens": 12032,
+  "output_tokens": 531,
+  "total_tokens": 14753,
+  "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": 16435.03,
+  "sql_execution_elapsed_ms_total": 19.17,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_91da50622bd63486/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_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..98512e1fe3c42f4a5b9fe3bb5c0ea467abbe811c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=ROLE_ROLLUP_2, group_col_2=ROLE_CODE.
+Result preview: [{"ROLE_ROLLUP_2": "118300", "ROLE_CODE": "120346", "row_count": 169}, {"ROLE_ROLLUP_2": "118343", "ROLE_CODE": "118332", "row_count": 123}, {"ROLE_ROLLUP_2": "118343", "ROLE_CODE": "120499", "row_count": 119}, {"ROLE_ROLLUP_2": "118300", "ROLE_CODE": "120008", "row_count": 117}, {"ROLE_ROLLUP_2": "118225", "ROLE_CODE": "122850", "row_count": 106}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0a6373187528c7bac9e87c30b82d9b049bab8cff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_c9_a1c1c9b55a33ec18
+-- problem_id: v2p_c9_c3a397977dbd2694
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_2", "ROLE_CODE", COUNT(*) AS row_count
+FROM "c9"
+WHERE CAST("ROLE_TITLE" AS REAL) >= 120006.0
+GROUP BY "ROLE_ROLLUP_2", "ROLE_CODE"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4e005dec88a5ad70260468e42c5d3d0944679202
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"ROLE_ROLLUP_2\", \"ROLE_CODE\", COUNT(*) AS row_count\nFROM \"c9\"\nWHERE CAST(\"ROLE_TITLE\" AS REAL) >= 120006.0\nGROUP BY \"ROLE_ROLLUP_2\", \"ROLE_CODE\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"ROLE_ROLLUP_2\\\", \\\"ROLE_CODE\\\", COUNT(*) AS row_count\\nFROM \\\"c9\\\"\\nWHERE CAST(\\\"ROLE_TITLE\\\" AS REAL) >= 120006.0\\nGROUP BY \\\"ROLE_ROLLUP_2\\\", \\\"ROLE_CODE\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"ROLE_ROLLUP_2\", \"ROLE_CODE\", \"row_count\"], \"rows\": [{\"ROLE_ROLLUP_2\": \"118300\", \"ROLE_CODE\": \"120346\", \"row_count\": 169}, {\"ROLE_ROLLUP_2\": \"118343\", \"ROLE_CODE\": \"118332\", \"row_count\": 123}, {\"ROLE_ROLLUP_2\": \"118343\", \"ROLE_CODE\": \"120499\", \"row_count\": 119}, {\"ROLE_ROLLUP_2\": \"118300\", \"ROLE_CODE\": \"120008\", \"row_count\": 117}, {\"ROLE_ROLLUP_2\": \"118225\", \"ROLE_CODE\": \"122850\", \"row_count\": 106}, {\"ROLE_ROLLUP_2\": \"118300\", \"ROLE_CODE\": \"118332\", \"row_count\": 103}, {\"ROLE_ROLLUP_2\": \"118343\", \"ROLE_CODE\": \"120346\", \"row_count\": 103}, {\"ROLE_ROLLUP_2\": \"118291\", \"ROLE_CODE\": \"120346\", \"row_count\": 89}, {\"ROLE_ROLLUP_2\": \"118300\", \"ROLE_CODE\": \"128231\", \"row_count\": 72}, {\"ROLE_ROLLUP_2\": \"118343\", \"ROLE_CODE\": \"120008\", \"row_count\": 70}, {\"ROLE_ROLLUP_2\": \"117903\", \"ROLE_CODE\": \"120992\", \"row_count\": 64}, {\"ROLE_ROLLUP_2\": \"118041\", \"ROLE_CODE\": \"119082\", \"row_count\": 63}, {\"ROLE_ROLLUP_2\": \"118327\", \"ROLE_CODE\": \"124888\", \"row_count\": 61}, {\"ROLE_ROLLUP_2\": \"118413\", \"ROLE_CODE\": \"120774\", \"row_count\": 60}, {\"ROLE_ROLLUP_2\": \"118343\", \"ROLE_CODE\": \"123068\", \"row_count\": 58}, {\"ROLE_ROLLUP_2\": \"118327\", \"ROLE_CODE\": \"120692\", \"row_count\": 57}, {\"ROLE_ROLLUP_2\": \"118225\", \"ROLE_CODE\": \"120593\", \"row_count\": 56}, {\"ROLE_ROLLUP_2\": \"118257\", \"ROLE_CODE\": \"119082\", \"row_count\": 56}, {\"ROLE_ROLLUP_2\": \"118300\", \"ROLE_CODE\": \"123068\", \"row_count\": 53}, {\"ROLE_ROLLUP_2\": \"118052\", \"ROLE_CODE\": \"120359\", \"row_count\": 52}, {\"ROLE_ROLLUP_2\": \"118052\", \"ROLE_CODE\": \"122069\", \"row_count\": 52}, {\"ROLE_ROLLUP_2\": \"119070\", \"ROLE_CODE\": \"119082\", \"row_count\": 51}, {\"ROLE_ROLLUP_2\": \"118225\", \"ROLE_CODE\": \"120774\", \"row_count\": 50}, {\"ROLE_ROLLUP_2\": \"117969\", \"ROLE_CODE\": \"120649\", \"row_count\": 47}, {\"ROLE_ROLLUP_2\": \"118052\", \"ROLE_CODE\": \"118332\", \"row_count\": 47}, {\"ROLE_ROLLUP_2\": \"118327\", \"ROLE_CODE\": \"120774\", \"row_count\": 46}, {\"ROLE_ROLLUP_2\": \"118052\", \"ROLE_CODE\": \"120099\", \"row_count\": 45}, {\"ROLE_ROLLUP_2\": \"118574\", \"ROLE_CODE\": \"119082\", \"row_count\": 45}, {\"ROLE_ROLLUP_2\": \"118386\", \"ROLE_CODE\": \"118332\", \"row_count\": 43}, {\"ROLE_ROLLUP_2\": \"118343\", \"ROLE_CODE\": \"120774\", \"row_count\": 42}, {\"ROLE_ROLLUP_2\": \"118300\", \"ROLE_CODE\": \"120649\", \"row_count\": 41}, {\"ROLE_ROLLUP_2\": \"118300\", \"ROLE_CODE\": \"124196\", \"row_count\": 41}, {\"ROLE_ROLLUP_2\": \"118327\", \"ROLE_CODE\": \"120954\", \"row_count\": 41}, {\"ROLE_ROLLUP_2\": \"117962\", \"ROLE_CODE\": \"118332\", \"row_count\": 40}, {\"ROLE_ROLLUP_2\": \"118300\", \"ROLE_CODE\": \"120315\", \"row_count\": 40}, {\"ROLE_ROLLUP_2\": \"118413\", \"ROLE_CODE\": \"128231\", \"row_count\": 40}, {\"ROLE_ROLLUP_2\": \"117962\", \"ROLE_CODE\": \"125795\", \"row_count\": 39}, {\"ROLE_ROLLUP_2\": \"119281\", \"ROLE_CODE\": \"126685\", \"row_count\": 39}, {\"ROLE_ROLLUP_2\": \"118327\", \"ROLE_CODE\": \"120649\", \"row_count\": 38}, {\"ROLE_ROLLUP_2\": \"118026\", \"ROLE_CODE\": \"118232\", \"row_count\": 37}, {\"ROLE_ROLLUP_2\": \"118343\", \"ROLE_CODE\": \"120519\", \"row_count\": 37}, {\"ROLE_ROLLUP_2\": \"118225\", \"ROLE_CODE\": \"118332\", \"row_count\": 36}, {\"ROLE_ROLLUP_2\": \"118413\", \"ROLE_CODE\": \"121596\", \"row_count\": 36}, {\"ROLE_ROLLUP_2\": \"119597\", \"ROLE_CODE\": \"120791\", \"row_count\": 36}, {\"ROLE_ROLLUP_2\": \"118225\", \"ROLE_CODE\": \"120692\", \"row_count\": 35}, {\"ROLE_ROLLUP_2\": \"118888\", \"ROLE_CODE\": \"120346\", \"row_count\": 35}, {\"ROLE_ROLLUP_2\": \"117903\", \"ROLE_CODE\": \"120954\", \"row_count\": 34}, {\"ROLE_ROLLUP_2\": \"118413\", \"ROLE_CODE\": \"120692\", \"row_count\": 34}, {\"ROLE_ROLLUP_2\": \"118753\", \"ROLE_CODE\": \"119082\", \"row_count\": 34}, {\"ROLE_ROLLUP_2\": \"122974\", \"ROLE_CODE\": \"120099\", \"row_count\": 34}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 23.04}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e079e074dec1b150e99f7670b192310ad61267b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/run_manifest.json
@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:44:36.721864+00:00",
+  "ended_at": "2026-05-19T15:44:49.993113+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_a1c1c9b55a33ec18",
+    "problem_id": "v2p_c9_c3a397977dbd2694",
+    "dataset_id": "c9",
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=ROLE_ROLLUP_2, group_col_2=ROLE_CODE.",
+    "bindings": {
+      "group_col": "ROLE_ROLLUP_2",
+      "group_col_2": "ROLE_CODE",
+      "predicate_col": "ROLE_TITLE",
+      "predicate_op": ">=",
+      "predicate_value": 120006.0,
+      "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": 74189.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=1/1",
+      "binding_index=56"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_a1c1c9b55a33ec18.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_a1c1c9b55a33ec18",
+    "api_calls": 0,
+    "input_tokens": 14320,
+    "cached_input_tokens": 13696,
+    "output_tokens": 500,
+    "total_tokens": 14820,
+    "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": 13241.65,
+    "sql_execution_elapsed_ms_total": 23.04,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/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_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f32502159337b9cab49f4145cb1f30391137b77a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:44:49.967706+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": 13241.65, "started_at": "2026-05-19T15:44:36.724451+00:00", "ended_at": "2026-05-19T15:44:49.966139+00:00", "prompt_metrics": {"chars": 7451, "bytes_utf8": 7451, "lines": 220, "estimated_tokens": null}, "response_metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14320, "cached_input_tokens": 13696, "output_tokens": 500, "reasoning_output_tokens": 369}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"ROLE_ROLLUP_2\\\", \\\"ROLE_CODE\\\", COUNT(*) AS row_count\\nFROM \\\"c9\\\"\\nWHERE CAST(\\\"ROLE_TITLE\\\" AS REAL) >= 120006.0\\nGROUP BY \\\"ROLE_ROLLUP_2\\\", \\\"ROLE_CODE\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned template with ROLE_ROLLUP_2 and ROLE_CODE as grouping columns. CAST(\\\"ROLE_TITLE\\\" AS REAL) is applied because the schema stores it as TEXT while the predicate value is numeric.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd1112822dd0bdc8c8e00552eda6e4787784d5cd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_a1c1c9b55a33ec18",
+  "api_calls": 0,
+  "input_tokens": 14320,
+  "cached_input_tokens": 13696,
+  "output_tokens": 500,
+  "total_tokens": 14820,
+  "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": 13241.65,
+  "sql_execution_elapsed_ms_total": 23.04,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_a1c1c9b55a33ec18/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_c/c9/artifacts/v2q_c9_c2d0b9147bb334d6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d0b9147bb334d6/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc7f895c27c6f83aeff96cfa7f16f512f4dd4fec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d0b9147bb334d6/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T16:10:14.514580+00:00",
+  "ended_at": "2026-05-19T16:10:21.349373+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_c2d0b9147bb334d6",
+    "problem_id": "v2p_c9_718d890fdb55f705",
+    "dataset_id": "c9",
+    "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=ACTION, measure_col=ROLE_ROLLUP_1.",
+    "bindings": {
+      "group_col": "ACTION",
+      "measure_col": "ROLE_ROLLUP_1",
+      "top_k": 18,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 117961.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=138"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d0b9147bb334d6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d0b9147bb334d6/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6d439425b40bdf1778fdef8efb2068c775c095b9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c2d0b9147bb334d6/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:17.266808+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": 2749.63, "started_at": "2026-05-19T16:10:14.516528+00:00", "ended_at": "2026-05-19T16:10:17.266176+00:00", "prompt_metrics": {"chars": 7214, "bytes_utf8": 7214, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-8970-7073-a0ef-d6268feeae89\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:10:21.349279+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": 3080.8, "started_at": "2026-05-19T16:10:18.267705+00:00", "ended_at": "2026-05-19T16:10:21.348538+00:00", "prompt_metrics": {"chars": 7214, "bytes_utf8": 7214, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-982f-7cd0-b9a2-aef6bccbf032\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_c/c9/artifacts/v2q_c9_c40da77ac6014758/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..cdcededb80c93f1c1f241cf1f60d888190b979f6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T16:08:05.901838+00:00",
+  "ended_at": "2026-05-19T16:08:13.776945+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_c40da77ac6014758",
+    "problem_id": "v2p_c9_ddaebe770587c0fa",
+    "dataset_id": "c9",
+    "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=ACTION.",
+    "bindings": {
+      "group_col": "ACTION",
+      "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": 235280.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/2",
+      "binding_index=126"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5158bf62063886225ef70968ac47d67ef5821096
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c40da77ac6014758/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:08:09.373355+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": 3468.85, "started_at": "2026-05-19T16:08:05.903776+00:00", "ended_at": "2026-05-19T16:08:09.372645+00:00", "prompt_metrics": {"chars": 7108, "bytes_utf8": 7108, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-9326-77d2-92d0-1b82676f42c0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:08:13.776791+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": 3400.75, "started_at": "2026-05-19T16:08:10.374671+00:00", "ended_at": "2026-05-19T16:08:13.775479+00:00", "prompt_metrics": {"chars": 7108, "bytes_utf8": 7108, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-a481-7fb2-ba85-cff8c14602b2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f78f19c5ee32c96a89fd20896fb27fcb548369a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/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=ROLE_FAMILY_DESC.
+Result preview: [{"ROLE_FAMILY_DESC": 311867}, {"ROLE_FAMILY_DESC": 311867}, {"ROLE_FAMILY_DESC": 311867}, {"ROLE_FAMILY_DESC": 311867}, {"ROLE_FAMILY_DESC": 311839}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..eb07f30ffbb53b477e62a15fd762a0a9eb3e3e4a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/generated_sql.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_c60fbb02bddf7e12
+-- problem_id: v2p_c9_000f7014b864384b
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT CAST("ROLE_FAMILY_DESC" AS NUMERIC) AS "ROLE_FAMILY_DESC",
+           NTILE(10) OVER (ORDER BY CAST("ROLE_FAMILY_DESC" AS NUMERIC) DESC) AS "tail_bucket"
+    FROM "c9"
+)
+SELECT "ROLE_FAMILY_DESC"
+FROM buckets
+WHERE "tail_bucket" = 1
+ORDER BY "ROLE_FAMILY_DESC" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..53d526187bd7e9fdf77a6ba39fc1d1f8c50bee00
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/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(\"ROLE_FAMILY_DESC\" AS NUMERIC) AS \"ROLE_FAMILY_DESC\",\n           NTILE(10) OVER (ORDER BY CAST(\"ROLE_FAMILY_DESC\" AS NUMERIC) DESC) AS \"tail_bucket\"\n    FROM \"c9\"\n)\nSELECT \"ROLE_FAMILY_DESC\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"ROLE_FAMILY_DESC\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT CAST(\\\"ROLE_FAMILY_DESC\\\" AS NUMERIC) AS \\\"ROLE_FAMILY_DESC\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"ROLE_FAMILY_DESC\\\" AS NUMERIC) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"c9\\\"\\n)\\nSELECT \\\"ROLE_FAMILY_DESC\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"ROLE_FAMILY_DESC\\\" DESC;\", \"columns\": [\"ROLE_FAMILY_DESC\"], \"rows\": [{\"ROLE_FAMILY_DESC\": 311867}, {\"ROLE_FAMILY_DESC\": 311867}, {\"ROLE_FAMILY_DESC\": 311867}, {\"ROLE_FAMILY_DESC\": 311867}, {\"ROLE_FAMILY_DESC\": 311839}, {\"ROLE_FAMILY_DESC\": 311839}, {\"ROLE_FAMILY_DESC\": 311839}, {\"ROLE_FAMILY_DESC\": 311839}, {\"ROLE_FAMILY_DESC\": 311834}, {\"ROLE_FAMILY_DESC\": 311834}, {\"ROLE_FAMILY_DESC\": 311834}, {\"ROLE_FAMILY_DESC\": 311834}, {\"ROLE_FAMILY_DESC\": 311834}, {\"ROLE_FAMILY_DESC\": 311792}, {\"ROLE_FAMILY_DESC\": 311782}, {\"ROLE_FAMILY_DESC\": 311778}, {\"ROLE_FAMILY_DESC\": 311778}, {\"ROLE_FAMILY_DESC\": 311778}, {\"ROLE_FAMILY_DESC\": 311778}, {\"ROLE_FAMILY_DESC\": 311752}, {\"ROLE_FAMILY_DESC\": 311746}, {\"ROLE_FAMILY_DESC\": 311746}, {\"ROLE_FAMILY_DESC\": 311746}, {\"ROLE_FAMILY_DESC\": 311746}, {\"ROLE_FAMILY_DESC\": 311746}, {\"ROLE_FAMILY_DESC\": 311746}, {\"ROLE_FAMILY_DESC\": 311746}, {\"ROLE_FAMILY_DESC\": 311746}, {\"ROLE_FAMILY_DESC\": 311746}, {\"ROLE_FAMILY_DESC\": 311746}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311701}, {\"ROLE_FAMILY_DESC\": 311693}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 66.26}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2fde19d4f33f206ff6fb1d654b033f1974aff880
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:45:16.871248+00:00",
+  "ended_at": "2026-05-19T15:45:28.994254+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_c60fbb02bddf7e12",
+    "problem_id": "v2p_c9_000f7014b864384b",
+    "dataset_id": "c9",
+    "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=ROLE_FAMILY_DESC.",
+    "bindings": {
+      "measure_col": "ROLE_FAMILY_DESC",
+      "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": 235280.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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=3",
+      "sql_variant_index=1/1",
+      "binding_index=62"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "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_c/c9/sql/v2q_c9_c60fbb02bddf7e12.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_c60fbb02bddf7e12",
+    "api_calls": 0,
+    "input_tokens": 14273,
+    "cached_input_tokens": 13696,
+    "output_tokens": 575,
+    "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": 12051.0,
+    "sql_execution_elapsed_ms_total": 66.26,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/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_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..aef500f4ebc55b6abd0a3e78e38add5afff48035
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:45:28.926103+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": 12051.0, "started_at": "2026-05-19T15:45:16.873945+00:00", "ended_at": "2026-05-19T15:45:28.924978+00:00", "prompt_metrics": {"chars": 7310, "bytes_utf8": 7310, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 610, "bytes_utf8": 610, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14273, "cached_input_tokens": 13696, "output_tokens": 575, "reasoning_output_tokens": 408}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT CAST(\\\"ROLE_FAMILY_DESC\\\" AS NUMERIC) AS \\\"ROLE_FAMILY_DESC\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"ROLE_FAMILY_DESC\\\" AS NUMERIC) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"c9\\\"\\n)\\nSELECT \\\"ROLE_FAMILY_DESC\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"ROLE_FAMILY_DESC\\\" DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to ROLE_FAMILY_DESC and num_tiles=10. CAST to NUMERIC is applied because the schema stores this field as TEXT, but the task treats it as a numeric measure.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c373a67915b12f2fbe6ca536baa8be129b712245
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_c60fbb02bddf7e12",
+  "api_calls": 0,
+  "input_tokens": 14273,
+  "cached_input_tokens": 13696,
+  "output_tokens": 575,
+  "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": 12051.0,
+  "sql_execution_elapsed_ms_total": 66.26,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_c60fbb02bddf7e12/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_c/c9/artifacts/v2q_c9_dbc440328a2655bb/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d78d28f885855cf6d1dc6b7486094320521b06a6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/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=ROLE_TITLE.
+Result preview: [{"ROLE_TITLE": "311867"}, {"ROLE_TITLE": "311867"}, {"ROLE_TITLE": "311867"}, {"ROLE_TITLE": "311867"}, {"ROLE_TITLE": "310825"}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..57a5f1cbabf74a48b04b964b107c45ca01f4f9f8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/generated_sql.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_dbc440328a2655bb
+-- problem_id: v2p_c9_ef1759a96c7987f4
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT "ROLE_TITLE",
+           NTILE(10) OVER (ORDER BY CAST("ROLE_TITLE" AS INTEGER) DESC) AS tail_bucket
+    FROM "c9"
+)
+SELECT "ROLE_TITLE"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY CAST("ROLE_TITLE" AS INTEGER) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f3dd91c00441830a6fbb81c6deea7ac4a3297d3c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/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 \"ROLE_TITLE\",\n           NTILE(10) OVER (ORDER BY CAST(\"ROLE_TITLE\" AS INTEGER) DESC) AS tail_bucket\n    FROM \"c9\"\n)\nSELECT \"ROLE_TITLE\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"ROLE_TITLE\" AS INTEGER) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT \\\"ROLE_TITLE\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"ROLE_TITLE\\\" AS INTEGER) DESC) AS tail_bucket\\n    FROM \\\"c9\\\"\\n)\\nSELECT \\\"ROLE_TITLE\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"ROLE_TITLE\\\" AS INTEGER) DESC;\", \"columns\": [\"ROLE_TITLE\"], \"rows\": [{\"ROLE_TITLE\": \"311867\"}, {\"ROLE_TITLE\": \"311867\"}, {\"ROLE_TITLE\": \"311867\"}, {\"ROLE_TITLE\": \"311867\"}, {\"ROLE_TITLE\": \"310825\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}, {\"ROLE_TITLE\": \"307024\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 50.62}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..8351a1a26a0a77f28922497561c444007fb00c7c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:45:01.726445+00:00",
+  "ended_at": "2026-05-19T15:45:16.870734+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_dbc440328a2655bb",
+    "problem_id": "v2p_c9_ef1759a96c7987f4",
+    "dataset_id": "c9",
+    "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=ROLE_TITLE.",
+    "bindings": {
+      "measure_col": "ROLE_TITLE",
+      "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": 120006.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=1/1",
+      "binding_index=61"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_dbc440328a2655bb.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_dbc440328a2655bb",
+    "api_calls": 0,
+    "input_tokens": 14269,
+    "cached_input_tokens": 13696,
+    "output_tokens": 549,
+    "total_tokens": 14818,
+    "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": 15087.7,
+    "sql_execution_elapsed_ms_total": 50.62,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/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_c/c9/artifacts/v2q_c9_dbc440328a2655bb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dbe30e74559ed52f3bd69778a67ceb216f591a14
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:45:16.817916+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": 15087.7, "started_at": "2026-05-19T15:45:01.729160+00:00", "ended_at": "2026-05-19T15:45:16.816893+00:00", "prompt_metrics": {"chars": 7297, "bytes_utf8": 7297, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 533, "bytes_utf8": 533, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14269, "cached_input_tokens": 13696, "output_tokens": 549, "reasoning_output_tokens": 410}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT \\\"ROLE_TITLE\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"ROLE_TITLE\\\" AS INTEGER) DESC) AS tail_bucket\\n    FROM \\\"c9\\\"\\n)\\nSELECT \\\"ROLE_TITLE\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"ROLE_TITLE\\\" AS INTEGER) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to ROLE_TITLE and num_tiles=10. CAST to INTEGER is used because the schema stores ROLE_TITLE as TEXT while the field is semantically numeric.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b7934f43f5aa7c590bf6b282bdce61fb61d879d7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_dbc440328a2655bb",
+  "api_calls": 0,
+  "input_tokens": 14269,
+  "cached_input_tokens": 13696,
+  "output_tokens": 549,
+  "total_tokens": 14818,
+  "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": 15087.7,
+  "sql_execution_elapsed_ms_total": 50.62,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_dbc440328a2655bb/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_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2cee994845c3ea7da094d976bda51bccffa036d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/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=ACTION.
+Result preview: [{"ACTION": "1", "row_count": 30872}, {"ACTION": "0", "row_count": 1897}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f04e26d4572e3db53abea3e2892920fecbca30d5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_df01ffa225dc1cbc
+-- problem_id: v2p_c9_71a3251786c219e6
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ACTION", COUNT(*) AS row_count
+FROM "c9"
+GROUP BY "ACTION"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..346bcbca5a847b4e67a8bce0e14da64a45b44d7b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/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 \"ACTION\", COUNT(*) AS row_count\nFROM \"c9\"\nGROUP BY \"ACTION\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count.\\nSELECT \\\"ACTION\\\", COUNT(*) AS row_count\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ACTION\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"ACTION\", \"row_count\"], \"rows\": [{\"ACTION\": \"1\", \"row_count\": 30872}, {\"ACTION\": \"0\", \"row_count\": 1897}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.5}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..bba9b75beed032783fe492195d97d88ca206136f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:33:30.626399+00:00",
+  "ended_at": "2026-05-19T15:33:46.024624+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_df01ffa225dc1cbc",
+    "problem_id": "v2p_c9_71a3251786c219e6",
+    "dataset_id": "c9",
+    "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=ACTION.",
+    "bindings": {
+      "group_col": "ACTION",
+      "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": 117961.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/1",
+      "binding_index=18"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_df01ffa225dc1cbc.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_df01ffa225dc1cbc",
+    "api_calls": 0,
+    "input_tokens": 14187,
+    "cached_input_tokens": 13696,
+    "output_tokens": 457,
+    "total_tokens": 14644,
+    "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": 15383.39,
+    "sql_execution_elapsed_ms_total": 9.5,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/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_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f87395529f7aa98808a4f3a443e3065cc0db229c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:33:46.013509+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": 15383.39, "started_at": "2026-05-19T15:33:30.629289+00:00", "ended_at": "2026-05-19T15:33:46.012714+00:00", "prompt_metrics": {"chars": 7029, "bytes_utf8": 7029, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14187, "cached_input_tokens": 13696, "output_tokens": 457, "reasoning_output_tokens": 384}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count.\\nSELECT \\\"ACTION\\\", COUNT(*) AS row_count\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ACTION\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to ACTION to show the row count distribution by ACTION.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..6596b0d6cb2d1aa89bbd399153d58dae7221c75f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_df01ffa225dc1cbc",
+  "api_calls": 0,
+  "input_tokens": 14187,
+  "cached_input_tokens": 13696,
+  "output_tokens": 457,
+  "total_tokens": 14644,
+  "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": 15383.39,
+  "sql_execution_elapsed_ms_total": 9.5,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_df01ffa225dc1cbc/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_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9c514af68d864028258d3095e37dceb7283d6f45
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/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=ACTION, condition_col=ROLE_FAMILY.
+Result preview: [{"ACTION": "1", "condition_rate": 0.08473697849183727}, {"ACTION": "0", "condition_rate": 0.03900896151818661}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..999c004f96104eeddca0c7ed3d123d8c56d76c4c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_e2f4509d7870ace9
+-- problem_id: v2p_c9_4db17a81059c9f8d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ACTION",
+  AVG(CASE WHEN "ROLE_FAMILY" = '118424' THEN 1.0 ELSE 0.0 END) AS "condition_rate"
+FROM "c9"
+GROUP BY "ACTION"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a6d44ef1ba92cf987a1d44587d535dc5ba5c0618
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/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\n  \"ACTION\",\n  AVG(CASE WHEN \"ROLE_FAMILY\" = '118424' THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"c9\"\nGROUP BY \"ACTION\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT\\n  \\\"ACTION\\\",\\n  AVG(CASE WHEN \\\"ROLE_FAMILY\\\" = '118424' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ACTION\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"ACTION\", \"condition_rate\"], \"rows\": [{\"ACTION\": \"1\", \"condition_rate\": 0.08473697849183727}, {\"ACTION\": \"0\", \"condition_rate\": 0.03900896151818661}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.91}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..730154adf3df5d0202a3413e7d0340ca18b2929f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T16:04:39.788945+00:00",
+  "ended_at": "2026-05-19T16:04:50.381316+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_e2f4509d7870ace9",
+    "problem_id": "v2p_c9_4db17a81059c9f8d",
+    "dataset_id": "c9",
+    "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=ACTION, condition_col=ROLE_FAMILY.",
+    "bindings": {
+      "group_col": "ACTION",
+      "condition_col": "ROLE_FAMILY",
+      "condition_value": "118424",
+      "positive_value": "290919",
+      "negative_value": "118424",
+      "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": 235280.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=102"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_e2f4509d7870ace9.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_e2f4509d7870ace9",
+    "api_calls": 0,
+    "input_tokens": 14280,
+    "cached_input_tokens": 12032,
+    "output_tokens": 390,
+    "total_tokens": 14670,
+    "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": 10568.01,
+    "sql_execution_elapsed_ms_total": 18.91,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/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_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f9a8d7cace9d4ccf369aea207855081bccb0db03
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:04:50.360451+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": 10568.01, "started_at": "2026-05-19T16:04:39.791277+00:00", "ended_at": "2026-05-19T16:04:50.359313+00:00", "prompt_metrics": {"chars": 7387, "bytes_utf8": 7387, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14280, "cached_input_tokens": 12032, "output_tokens": 390, "reasoning_output_tokens": 279}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT\\n  \\\"ACTION\\\",\\n  AVG(CASE WHEN \\\"ROLE_FAMILY\\\" = '118424' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ACTION\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the grouped condition rate template with group_col=\\\"ACTION\\\", condition_col=\\\"ROLE_FAMILY\\\", and condition_value='118424'.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..a46c7441dd66c5a5237cad544a0743d1a155db78
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_e2f4509d7870ace9",
+  "api_calls": 0,
+  "input_tokens": 14280,
+  "cached_input_tokens": 12032,
+  "output_tokens": 390,
+  "total_tokens": 14670,
+  "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": 10568.01,
+  "sql_execution_elapsed_ms_total": 18.91,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e2f4509d7870ace9/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_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2cee994845c3ea7da094d976bda51bccffa036d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/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=ACTION.
+Result preview: [{"ACTION": "1", "row_count": 30872}, {"ACTION": "0", "row_count": 1897}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9af5c028f492f321ba585f119c3dbe3f30783613
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_e529cc66c515dd2e
+-- problem_id: v2p_c9_3999a5054b115307
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ACTION", COUNT(*) AS row_count
+FROM "c9"
+GROUP BY "ACTION"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7740538ce3f5ec8a9c6ad0531e8ee1e866c4a099
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/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 \"ACTION\", COUNT(*) AS row_count\nFROM \"c9\"\nGROUP BY \"ACTION\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"ACTION\\\", COUNT(*) AS row_count\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ACTION\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"ACTION\", \"row_count\"], \"rows\": [{\"ACTION\": \"1\", \"row_count\": 30872}, {\"ACTION\": \"0\", \"row_count\": 1897}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.47}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd2c300e255f2475043181e8120ab3e036fec6b1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:32:21.074123+00:00",
+  "ended_at": "2026-05-19T15:32:31.436479+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_e529cc66c515dd2e",
+    "problem_id": "v2p_c9_3999a5054b115307",
+    "dataset_id": "c9",
+    "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=ACTION.",
+    "bindings": {
+      "group_col": "ACTION",
+      "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": 120535.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=1/1",
+      "binding_index=12"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_e529cc66c515dd2e.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_e529cc66c515dd2e",
+    "api_calls": 0,
+    "input_tokens": 14187,
+    "cached_input_tokens": 12032,
+    "output_tokens": 236,
+    "total_tokens": 14423,
+    "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": 10345.96,
+    "sql_execution_elapsed_ms_total": 11.47,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/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_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0738c8b21afc6d822355394bc5034dfaa285cec8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:32:31.423510+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": 10345.96, "started_at": "2026-05-19T15:32:21.076724+00:00", "ended_at": "2026-05-19T15:32:31.422710+00:00", "prompt_metrics": {"chars": 7029, "bytes_utf8": 7029, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 263, "bytes_utf8": 263, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14187, "cached_input_tokens": 12032, "output_tokens": 236, "reasoning_output_tokens": 166}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"ACTION\\\", COUNT(*) AS row_count\\nFROM \\\"c9\\\"\\nGROUP BY \\\"ACTION\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided grouped-count template with group_col bound to ACTION on the single table c9.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ea9b8dc0a8e315cecbff58a4b6869bf35077591
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_e529cc66c515dd2e",
+  "api_calls": 0,
+  "input_tokens": 14187,
+  "cached_input_tokens": 12032,
+  "output_tokens": 236,
+  "total_tokens": 14423,
+  "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": 10345.96,
+  "sql_execution_elapsed_ms_total": 11.47,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_e529cc66c515dd2e/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_c/c9/artifacts/v2q_c9_fa43aad02b01c644/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fa43aad02b01c644/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c2a17a89923f972975f1fd7b6c9172bd3f9de164
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fa43aad02b01c644/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=ROLE_CODE, measure_col=ROLE_TITLE.
+Result preview: [{"ROLE_CODE": "118322", "group_value": 550074329.0}, {"ROLE_CODE": "117908", "group_value": 422453615.0}, {"ROLE_CODE": "118786", "group_value": 210485248.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fa43aad02b01c644/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fa43aad02b01c644/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f77e50a6324aab3bf316c0fc4d7c76fb8d7556bc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fa43aad02b01c644/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_fa43aad02b01c644
+-- problem_id: v2p_c9_df28d29276077335
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ROLE_CODE", SUM(CAST("ROLE_TITLE" AS REAL)) AS group_value
+    FROM "c9"
+    GROUP BY "ROLE_CODE"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."ROLE_CODE", 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_c/c9/artifacts/v2q_c9_fa43aad02b01c644/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fa43aad02b01c644/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dc40da4bb687d50181b688e9253a1794219f7e4e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fa43aad02b01c644/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 \"ROLE_CODE\", SUM(CAST(\"ROLE_TITLE\" AS REAL)) AS group_value\n    FROM \"c9\"\n    GROUP BY \"ROLE_CODE\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"ROLE_CODE\", 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 \\\"ROLE_CODE\\\", SUM(CAST(\\\"ROLE_TITLE\\\" AS REAL)) AS group_value\\n    FROM \\\"c9\\\"\\n    GROUP BY \\\"ROLE_CODE\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"ROLE_CODE\\\", 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\": [\"ROLE_CODE\", \"group_value\"], \"rows\": [{\"ROLE_CODE\": \"118322\", \"group_value\": 550074329.0}, {\"ROLE_CODE\": \"117908\", \"group_value\": 422453615.0}, {\"ROLE_CODE\": \"118786\", \"group_value\": 210485248.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 33.42}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fa43aad02b01c644/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fa43aad02b01c644/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e25d54b055ae02cf2eb20c437576b6d44b40fa32
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fa43aad02b01c644/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:49:44.112414+00:00",
+  "ended_at": "2026-05-19T15:49:59.541705+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_fa43aad02b01c644",
+    "problem_id": "v2p_c9_df28d29276077335",
+    "dataset_id": "c9",
+    "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=ROLE_CODE, measure_col=ROLE_TITLE.",
+    "bindings": {
+      "group_col": "ROLE_CODE",
+      "measure_col": "ROLE_TITLE",
+      "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": 118890.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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_c/c9/sql/v2q_c9_fa43aad02b01c644.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_fa43aad02b01c644",
+    "api_calls": 0,
+    "input_tokens": 14352,
+    "cached_input_tokens": 12032,
+    "output_tokens": 491,
+    "total_tokens": 14843,
+    "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": 15388.95,
+    "sql_execution_elapsed_ms_total": 33.42,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fa43aad02b01c644/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_c/c9/artifacts/v2q_c9_fa43aad02b01c644/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fa43aad02b01c644/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..da7fea59947ecd078f3805c73c3e5c0f5bc2702f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fa43aad02b01c644/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:49:59.505111+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": 15388.95, "started_at": "2026-05-19T15:49:44.115246+00:00", "ended_at": "2026-05-19T15:49:59.504228+00:00", "prompt_metrics": {"chars": 7685, "bytes_utf8": 7685, "lines": 216, "estimated_tokens": null}, "response_metrics": {"chars": 676, "bytes_utf8": 676, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14352, "cached_input_tokens": 12032, "output_tokens": 491, "reasoning_output_tokens": 318}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"ROLE_CODE\\\", SUM(CAST(\\\"ROLE_TITLE\\\" AS REAL)) AS group_value\\n    FROM \\\"c9\\\"\\n    GROUP BY \\\"ROLE_CODE\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"ROLE_CODE\\\", 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 provided Relative-to-Total Extreme Threshold template with group_col=\\\"ROLE_CODE\\\" and measure_col=\\\"ROLE_TITLE\\\". CAST was added because the schema stores these fields as TEXT, but the values are numeric-coded strings.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fa43aad02b01c644/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fa43aad02b01c644/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d0140f666651adbb8b090148851b57fbe069c353
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fa43aad02b01c644/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_fa43aad02b01c644",
+  "api_calls": 0,
+  "input_tokens": 14352,
+  "cached_input_tokens": 12032,
+  "output_tokens": 491,
+  "total_tokens": 14843,
+  "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": 15388.95,
+  "sql_execution_elapsed_ms_total": 33.42,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fa43aad02b01c644/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_c/c9/artifacts/v2q_c9_fee51bc9c6a183e8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fee51bc9c6a183e8/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c7265784faae8d054b1ac7b2af4a7a7095d29d9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fee51bc9c6a183e8/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T16:07:58.305283+00:00",
+  "ended_at": "2026-05-19T16:08:05.901498+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_fee51bc9c6a183e8",
+    "problem_id": "v2p_c9_563ecef0496f3853",
+    "dataset_id": "c9",
+    "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=ROLE_CODE.",
+    "bindings": {
+      "group_col": "ROLE_CODE",
+      "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": 120006.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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_c/c9/artifacts/v2q_c9_fee51bc9c6a183e8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fee51bc9c6a183e8/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ad7c1f41097c535327ccb08dc56223ac1aee3ce3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_fee51bc9c6a183e8/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:08:01.570512+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3262.21, "started_at": "2026-05-19T16:07:58.307410+00:00", "ended_at": "2026-05-19T16:08:01.569650+00:00", "prompt_metrics": {"chars": 7116, "bytes_utf8": 7116, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-7552-7781-8c8b-92208ff4fe7d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:08:05.901413+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": 3329.31, "started_at": "2026-05-19T16:08:02.571337+00:00", "ended_at": "2026-05-19T16:08:05.900675+00:00", "prompt_metrics": {"chars": 7116, "bytes_utf8": 7116, "lines": 214, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-8627-71f2-a108-12b00223ee6d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e053569d28e37f3887f23f57300e339418eab91c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/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=ROLE_ROLLUP_2, condition_col=ROLE_FAMILY.
+Result preview: [{"ROLE_ROLLUP_2": "118225", "condition_ratio": 167.0}, {"ROLE_ROLLUP_2": "118316", "condition_ratio": 50.0}, {"ROLE_ROLLUP_2": "119091", "condition_ratio": 49.666666666666664}, {"ROLE_ROLLUP_2": "118386", "condition_ratio": 19.52173913043478}, {"ROLE_ROLLUP_2": "117962", "condition_ratio": 9.971014492753623}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..31b6d586fc559451efb55fdfee8a589efe89e65a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/generated_sql.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_ff18fa9fe0d4e8b6
+-- problem_id: v2p_c9_0e738fadc1f26819
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ROLE_ROLLUP_2",
+           SUM(CASE WHEN "ROLE_FAMILY" = '290919' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "ROLE_FAMILY" = '118424' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c9"
+    GROUP BY "ROLE_ROLLUP_2"
+)
+SELECT "ROLE_ROLLUP_2",
+       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_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a8931468df958262842d717686aa0a6b67be4867
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/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 \"ROLE_ROLLUP_2\",\n           SUM(CASE WHEN \"ROLE_FAMILY\" = '290919' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"ROLE_FAMILY\" = '118424' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c9\"\n    GROUP BY \"ROLE_ROLLUP_2\"\n)\nSELECT \"ROLE_ROLLUP_2\",\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 \\\"ROLE_ROLLUP_2\\\",\\n           SUM(CASE WHEN \\\"ROLE_FAMILY\\\" = '290919' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"ROLE_FAMILY\\\" = '118424' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c9\\\"\\n    GROUP BY \\\"ROLE_ROLLUP_2\\\"\\n)\\nSELECT \\\"ROLE_ROLLUP_2\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"ROLE_ROLLUP_2\", \"condition_ratio\"], \"rows\": [{\"ROLE_ROLLUP_2\": \"118225\", \"condition_ratio\": 167.0}, {\"ROLE_ROLLUP_2\": \"118316\", \"condition_ratio\": 50.0}, {\"ROLE_ROLLUP_2\": \"119091\", \"condition_ratio\": 49.666666666666664}, {\"ROLE_ROLLUP_2\": \"118386\", \"condition_ratio\": 19.52173913043478}, {\"ROLE_ROLLUP_2\": \"117962\", \"condition_ratio\": 9.971014492753623}, {\"ROLE_ROLLUP_2\": \"118052\", \"condition_ratio\": 5.092105263157895}, {\"ROLE_ROLLUP_2\": \"118213\", \"condition_ratio\": 3.6}, {\"ROLE_ROLLUP_2\": \"120865\", \"condition_ratio\": 2.5}, {\"ROLE_ROLLUP_2\": \"118300\", \"condition_ratio\": 2.100371747211896}, {\"ROLE_ROLLUP_2\": \"118343\", \"condition_ratio\": 1.89}, {\"ROLE_ROLLUP_2\": \"120343\", \"condition_ratio\": 0.5675675675675675}, {\"ROLE_ROLLUP_2\": \"119135\", \"condition_ratio\": 0.1875}, {\"ROLE_ROLLUP_2\": \"118596\", \"condition_ratio\": 0.13}, {\"ROLE_ROLLUP_2\": \"119597\", \"condition_ratio\": 0.12121212121212122}, {\"ROLE_ROLLUP_2\": \"118888\", \"condition_ratio\": 0.09395973154362416}, {\"ROLE_ROLLUP_2\": \"118291\", \"condition_ratio\": 0.020689655172413793}, {\"ROLE_ROLLUP_2\": \"118726\", \"condition_ratio\": 0.0}, {\"ROLE_ROLLUP_2\": \"119075\", \"condition_ratio\": 0.0}, {\"ROLE_ROLLUP_2\": \"119171\", \"condition_ratio\": 0.0}, {\"ROLE_ROLLUP_2\": \"119256\", \"condition_ratio\": 0.0}, {\"ROLE_ROLLUP_2\": \"120811\", \"condition_ratio\": 0.0}, {\"ROLE_ROLLUP_2\": \"121013\", \"condition_ratio\": 0.0}, {\"ROLE_ROLLUP_2\": \"117877\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117883\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117891\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117894\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117903\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117911\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117917\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117919\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117923\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117927\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117930\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117933\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117936\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117940\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117944\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117952\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117954\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117960\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117969\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117976\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117979\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117981\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117984\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117990\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"117994\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"118001\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"118004\", \"condition_ratio\": null}, {\"ROLE_ROLLUP_2\": \"118007\", \"condition_ratio\": null}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.55}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..70bdcd52f5caf27f8278aa80020685453544aaad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_c",
+  "dataset_id": "c9",
+  "started_at": "2026-05-19T15:40:32.186059+00:00",
+  "ended_at": "2026-05-19T15:40:44.259357+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c9_ff18fa9fe0d4e8b6",
+    "problem_id": "v2p_c9_0e738fadc1f26819",
+    "dataset_id": "c9",
+    "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=ROLE_ROLLUP_2, condition_col=ROLE_FAMILY.",
+    "bindings": {
+      "group_col": "ROLE_ROLLUP_2",
+      "condition_col": "ROLE_FAMILY",
+      "condition_value": "290919",
+      "positive_value": "290919",
+      "negative_value": "118424",
+      "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": 235280.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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_c/c9/sql/v2q_c9_ff18fa9fe0d4e8b6.sql",
+  "usage_summary": {
+    "dataset_id": "c9",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c9_ff18fa9fe0d4e8b6",
+    "api_calls": 0,
+    "input_tokens": 14438,
+    "cached_input_tokens": 12032,
+    "output_tokens": 477,
+    "total_tokens": 14915,
+    "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": 12048.71,
+    "sql_execution_elapsed_ms_total": 18.55,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/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_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6828e25dc30d33937a5223c890021fc89e8fc581
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:40:44.238526+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": 12048.71, "started_at": "2026-05-19T15:40:32.189048+00:00", "ended_at": "2026-05-19T15:40:44.237793+00:00", "prompt_metrics": {"chars": 7960, "bytes_utf8": 7960, "lines": 219, "estimated_tokens": null}, "response_metrics": {"chars": 749, "bytes_utf8": 749, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14438, "cached_input_tokens": 12032, "output_tokens": 477, "reasoning_output_tokens": 265}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"ROLE_ROLLUP_2\\\",\\n           SUM(CASE WHEN \\\"ROLE_FAMILY\\\" = '290919' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"ROLE_FAMILY\\\" = '118424' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c9\\\"\\n    GROUP BY \\\"ROLE_ROLLUP_2\\\"\\n)\\nSELECT \\\"ROLE_ROLLUP_2\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the requested grouped ratio template with group_col=\\\"ROLE_ROLLUP_2\\\" and condition_col=\\\"ROLE_FAMILY\\\", comparing positive value '290919' against negative value '118424'. Ratio becomes NULL when a group has no '118424' rows.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c2a1240a0df15a1a05051162d06d0d746c04b8f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c9",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c9_ff18fa9fe0d4e8b6",
+  "api_calls": 0,
+  "input_tokens": 14438,
+  "cached_input_tokens": 12032,
+  "output_tokens": 477,
+  "total_tokens": 14915,
+  "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": 12048.71,
+  "sql_execution_elapsed_ms_total": 18.55,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c9/artifacts/v2q_c9_ff18fa9fe0d4e8b6/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_c/c9/sql/v2q_c9_006d375b4014eeaf.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_006d375b4014eeaf.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f700cd95369e54871fdc2d67f6e0ea82183a51e2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_006d375b4014eeaf.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_006d375b4014eeaf
+-- problem_id: v2p_c9_dc96e90f651c8cf8
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ACTION",
+  "ROLE_FAMILY",
+  SUM(CAST("RESOURCE" AS REAL)) AS "total_measure",
+  SUM(CAST("RESOURCE" AS REAL)) * 100.0 / SUM(SUM(CAST("RESOURCE" AS REAL))) OVER (PARTITION BY "ACTION") AS "share_within_group"
+FROM "c9"
+GROUP BY
+  "ACTION",
+  "ROLE_FAMILY"
+ORDER BY "share_within_group" DESC
+LIMIT 14;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0218be838c624cd4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0218be838c624cd4.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b56220cdc273347fecc160ac543186575b9eed84
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0218be838c624cd4.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_0218be838c624cd4
+-- problem_id: v2p_c9_b1abbd5c95100326
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT
+        "ROLE_ROLLUP_1",
+        SUM(CASE WHEN "ACTION" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+        SUM(CASE WHEN "ACTION" = '0' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c9"
+    GROUP BY "ROLE_ROLLUP_1"
+)
+SELECT
+    "ROLE_ROLLUP_1",
+    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_c/c9/sql/v2q_c9_02c33d9132bcb8e6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_02c33d9132bcb8e6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0ff79120d7bef25de08689ea9c99b2023c442087
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_02c33d9132bcb8e6.sql
@@ -0,0 +1,63 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_02c33d9132bcb8e6
+-- problem_id: v2p_c9_5a741b3d4087b00e
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "ROLE_DEPTNAME" AS "group_col",
+    CAST("ROLE_TITLE" AS REAL) AS "measure_val",
+    ROW_NUMBER() OVER (
+      PARTITION BY "ROLE_DEPTNAME"
+      ORDER BY CAST("ROLE_TITLE" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "ROLE_DEPTNAME"
+    ) AS "cnt"
+  FROM "c9"
+  WHERE "ROLE_DEPTNAME" IS NOT NULL
+    AND "ROLE_TITLE" IS NOT NULL
+),
+"group_stats" AS (
+  SELECT DISTINCT
+    "group_col",
+    "cnt",
+    (0.9 * ("cnt" - 1) + 1.0) AS "p",
+    CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) AS "lo_rn",
+    CASE
+      WHEN (0.9 * ("cnt" - 1) + 1.0) = CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) THEN CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER)
+      ELSE CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) + 1
+    END AS "hi_rn"
+  FROM "ranked"
+  WHERE "cnt" >= 5
+),
+"picked" AS (
+  SELECT
+    "group_stats"."group_col",
+    "group_stats"."p",
+    MAX(CASE WHEN "ranked"."rn" = "group_stats"."lo_rn" THEN "ranked"."measure_val" END) AS "lo_val",
+    MAX(CASE WHEN "ranked"."rn" = "group_stats"."hi_rn" THEN "ranked"."measure_val" END) AS "hi_val"
+  FROM "group_stats"
+  JOIN "ranked"
+    ON "ranked"."group_col" = "group_stats"."group_col"
+  GROUP BY
+    "group_stats"."group_col",
+    "group_stats"."p"
+)
+SELECT
+  "group_col" AS "ROLE_DEPTNAME",
+  CASE
+    WHEN "lo_val" IS NULL THEN NULL
+    WHEN "hi_val" IS NULL THEN "lo_val"
+    ELSE "lo_val" + ("p" - CAST("p" AS INTEGER)) * ("hi_val" - "lo_val")
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC, "ROLE_DEPTNAME";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_04dea3b833db58f1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_04dea3b833db58f1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..06bfe58e07913b3b6bd33d49c9748972a41b5ce7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_04dea3b833db58f1.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_04dea3b833db58f1
+-- problem_id: v2p_c9_ae27992aafed5823
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_2",
+       AVG(CASE WHEN "ROLE_FAMILY" = '290919' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_2"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_07c51571425e5c0e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_07c51571425e5c0e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e90886ec03d63bcda32839e56de188f663c836ff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_07c51571425e5c0e.sql
@@ -0,0 +1,35 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_07c51571425e5c0e
+-- problem_id: v2p_c9_01d1f4b934c4f29b
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT
+    "ROLE_DEPTNAME",
+    SUM(CAST("ROLE_ROLLUP_2" AS REAL)) AS "group_value"
+  FROM "c9"
+  WHERE "ROLE_DEPTNAME" IS NOT NULL
+    AND "ROLE_DEPTNAME" <> ''
+    AND "ROLE_ROLLUP_2" IS NOT NULL
+    AND "ROLE_ROLLUP_2" <> ''
+  GROUP BY "ROLE_DEPTNAME"
+),
+"total" AS (
+  SELECT SUM("group_value") AS "total_value"
+  FROM "grouped"
+)
+SELECT
+  g."ROLE_DEPTNAME",
+  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_c/c9/sql/v2q_c9_095c9c6645a92420.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_095c9c6645a92420.sql
new file mode 100644
index 0000000000000000000000000000000000000000..36370bef4fa01b9c2ae42319992411d59a82853c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_095c9c6645a92420.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_095c9c6645a92420
+-- problem_id: v2p_c9_9e699f6cb2610873
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ROLE_ROLLUP_1",
+  "ROLE_CODE",
+  SUM(CAST("MGR_ID" AS REAL)) AS total_measure,
+  SUM(CAST("MGR_ID" AS REAL)) * 100.0 / SUM(SUM(CAST("MGR_ID" AS REAL))) OVER (PARTITION BY "ROLE_ROLLUP_1") AS share_within_group
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_1", "ROLE_CODE"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0a09a5d74419b87d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0a09a5d74419b87d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..681053d8bbc8f2a307b511bf19b2aa4968452e7a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0a09a5d74419b87d.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_0a09a5d74419b87d
+-- problem_id: v2p_c9_6a00351d7ac71005
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_1", SUM(CAST("MGR_ID" AS NUMERIC)) AS total_measure
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_1"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0b62fad73e518356.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0b62fad73e518356.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8b835140c5f608875a0b97bd09c97928bbd4b90b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0b62fad73e518356.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_0b62fad73e518356
+-- problem_id: v2p_c9_857432acc46413e2
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_CODE", SUM(CAST("ROLE_TITLE" AS NUMERIC)) AS "total_measure"
+FROM "c9"
+GROUP BY "ROLE_CODE"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0c0d324dcd91061f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0c0d324dcd91061f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..aa27d59d34ae60029bb271dcfbdafc0e577ab151
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0c0d324dcd91061f.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_0c0d324dcd91061f
+-- problem_id: v2p_c9_cf51cafc3a68ac79
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ACTION",
+       AVG(CASE WHEN "ROLE_FAMILY" = '290919' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c9"
+GROUP BY "ACTION"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0ca96f672082a0a3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0ca96f672082a0a3.sql
new file mode 100644
index 0000000000000000000000000000000000000000..420cff60c01cd332d907a30c9e2a44371777011e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0ca96f672082a0a3.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_0ca96f672082a0a3
+-- problem_id: v2p_c9_d28185f6f27b5a94
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "MGR_ID",
+    COUNT(*) AS support,
+    AVG("ROLE_ROLLUP_2") AS avg_response
+FROM "c9"
+GROUP BY "MGR_ID"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0d1ae6409bc1fa0c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0d1ae6409bc1fa0c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3652367f846aabc667d516c112031805daa06a4c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_0d1ae6409bc1fa0c.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_c9_0d1ae6409bc1fa0c
+-- problem_id: v2p_c9_28c8621facd9c697
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "ROLE_CODE" AS value_label, COUNT(*) AS support
+    FROM "c9"
+    GROUP BY "ROLE_CODE"
+), 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_c/c9/sql/v2q_c9_107a27a3fa9b587b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_107a27a3fa9b587b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d40ec6bf2ca6b50b8bd83d4d339601b68bf361f0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_107a27a3fa9b587b.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_107a27a3fa9b587b
+-- problem_id: v2p_c9_997ed275dc9abe83
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ROLE_CODE",
+  "ROLE_ROLLUP_2",
+  SUM(CAST("ROLE_TITLE" AS REAL)) AS total_measure,
+  SUM(CAST("ROLE_TITLE" AS REAL)) * 100.0 / SUM(SUM(CAST("ROLE_TITLE" AS REAL))) OVER (PARTITION BY "ROLE_CODE") AS share_within_group
+FROM "c9"
+GROUP BY "ROLE_CODE", "ROLE_ROLLUP_2"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_1094465ca324cc58.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_1094465ca324cc58.sql
new file mode 100644
index 0000000000000000000000000000000000000000..65c1147eb69327d0ecb5aecc39d89eae82a47325
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_1094465ca324cc58.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_1094465ca324cc58
+-- problem_id: v2p_c9_eec3f0ca7f665ff8
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "ROLE_CODE",
+    COUNT(*) AS support,
+    AVG("MGR_ID") AS avg_response
+FROM "c9"
+GROUP BY "ROLE_CODE"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_11cc3562f7c8851f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_11cc3562f7c8851f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..808f5d4f8f74745effe7655afae3b301d51d161f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_11cc3562f7c8851f.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_11cc3562f7c8851f
+-- problem_id: v2p_c9_7f4dd90542439d80
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ROLE_TITLE", SUM(CAST("ROLE_DEPTNAME" AS REAL)) AS group_value
+    FROM "c9"
+    WHERE "ROLE_TITLE" IS NOT NULL
+      AND "ROLE_DEPTNAME" IS NOT NULL
+    GROUP BY "ROLE_TITLE"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."ROLE_TITLE", 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_c/c9/sql/v2q_c9_131f1d185cdea04d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_131f1d185cdea04d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6a976f6e9b1092d45588902bdb5df0a8ee935654
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_131f1d185cdea04d.sql
@@ -0,0 +1,41 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_131f1d185cdea04d
+-- problem_id: v2p_c9_d0865bcbd9f683ea
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "ROLE_ROLLUP_1",
+    CAST("ROLE_TITLE" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "ROLE_ROLLUP_1"
+      ORDER BY CAST("ROLE_TITLE" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "ROLE_ROLLUP_1"
+    ) AS "cnt"
+  FROM "c9"
+  WHERE "ROLE_ROLLUP_1" IS NOT NULL
+    AND "ROLE_TITLE" IS NOT NULL
+),
+"picked" AS (
+  SELECT
+    "ROLE_ROLLUP_1",
+    "measure_value"
+  FROM "ranked"
+  WHERE "rn" = CAST((0.9 * ("cnt" - 1)) AS INTEGER) + 1
+)
+SELECT
+  "ROLE_ROLLUP_1",
+  MAX("measure_value") AS "percentile_measure"
+FROM "picked"
+GROUP BY "ROLE_ROLLUP_1"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_13fa21117627ffd9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_13fa21117627ffd9.sql
new file mode 100644
index 0000000000000000000000000000000000000000..df2bf9c36e4fc178eed29838af1b65c0bfbaecd7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_13fa21117627ffd9.sql
@@ -0,0 +1,30 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_13fa21117627ffd9
+-- problem_id: v2p_c9_7857121a57dee74d
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ROLE_ROLLUP_1", SUM(CAST("ROLE_CODE" AS REAL)) AS group_value
+    FROM "c9"
+    WHERE "ROLE_ROLLUP_1" IS NOT NULL
+      AND "ROLE_ROLLUP_1" <> ''
+      AND "ROLE_CODE" IS NOT NULL
+      AND "ROLE_CODE" <> ''
+    GROUP BY "ROLE_ROLLUP_1"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."ROLE_ROLLUP_1", 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_c/c9/sql/v2q_c9_14ce03727974b4c6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_14ce03727974b4c6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7ffff4f3116bdb981b9993452afe4b117f54ae04
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_14ce03727974b4c6.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_14ce03727974b4c6
+-- problem_id: v2p_c9_ec3b4160d89530a1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_1", SUM(CAST("ROLE_CODE" AS NUMERIC)) AS "total_measure"
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_1"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_14d5bedeeb2d76ee.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_14d5bedeeb2d76ee.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fc9a4d50fda78ae41f603021731522f5d1f5f1d9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_14d5bedeeb2d76ee.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_14d5bedeeb2d76ee
+-- problem_id: v2p_c9_655deb89919d8fc7
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "ROLE_FAMILY_DESC",
+    COUNT(*) AS support,
+    AVG("MGR_ID") AS avg_response
+FROM "c9"
+GROUP BY "ROLE_FAMILY_DESC"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_159492ac11e6dedb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_159492ac11e6dedb.sql
new file mode 100644
index 0000000000000000000000000000000000000000..463615673c7eaddb60e46af22a66921f1558f215
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_159492ac11e6dedb.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_159492ac11e6dedb
+-- problem_id: v2p_c9_e00de2e536b0ec43
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ROLE_ROLLUP_1", SUM(CAST("ROLE_CODE" AS REAL)) AS group_value
+    FROM "c9"
+    GROUP BY "ROLE_ROLLUP_1"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."ROLE_ROLLUP_1", 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_c/c9/sql/v2q_c9_16849676d828a335.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_16849676d828a335.sql
new file mode 100644
index 0000000000000000000000000000000000000000..bed3458e2731df7930f67fff6b8a31150bac805f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_16849676d828a335.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_16849676d828a335
+-- problem_id: v2p_c9_049edc5f412d95e3
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_2", SUM(CAST("ROLE_ROLLUP_1" AS INTEGER)) AS total_measure
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_2"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_19ba09887e3d6efd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_19ba09887e3d6efd.sql
new file mode 100644
index 0000000000000000000000000000000000000000..47c601cea331e8a479afcf37efe8fa6bfde43c2a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_19ba09887e3d6efd.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_19ba09887e3d6efd
+-- problem_id: v2p_c9_680696df3e269370
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_1", COUNT(*) AS "row_count"
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_1"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_1a99f4b81d34e3f5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_1a99f4b81d34e3f5.sql
new file mode 100644
index 0000000000000000000000000000000000000000..66dc9337d9ff3a7301d0cdcd0a9a0fd674f73bd5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_1a99f4b81d34e3f5.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_c9_1a99f4b81d34e3f5
+-- problem_id: v2p_c9_884df5d6dc97ca0a
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_1", "ROLE_TITLE", COUNT(*) AS "row_count"
+FROM "c9"
+WHERE CAST("MGR_ID" AS REAL) >= 42034.0
+GROUP BY "ROLE_ROLLUP_1", "ROLE_TITLE"
+ORDER BY "row_count" DESC
+LIMIT 12;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_1e3b1a40e6f72762.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_1e3b1a40e6f72762.sql
new file mode 100644
index 0000000000000000000000000000000000000000..07e8abfea9d581fc115e302f1258c181881c2697
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_1e3b1a40e6f72762.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_1e3b1a40e6f72762
+-- problem_id: v2p_c9_9933c16505511796
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_CODE",
+       AVG(CASE WHEN "ACTION" = '1' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "c9"
+GROUP BY "ROLE_CODE"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_1efbf232cde605fc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_1efbf232cde605fc.sql
new file mode 100644
index 0000000000000000000000000000000000000000..509aa0539099009da51d0be5d3d6088e5665db9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_1efbf232cde605fc.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_1efbf232cde605fc
+-- problem_id: v2p_c9_7c49f4fc780bc194
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "ROLE_TITLE",
+    COUNT(*) AS support
+FROM "c9"
+GROUP BY "ROLE_TITLE"
+ORDER BY support ASC, "ROLE_TITLE"
+LIMIT 14;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_1f485cc125ac3b4c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_1f485cc125ac3b4c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8f56286557117eecbd827afa649708dc93298371
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_1f485cc125ac3b4c.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_1f485cc125ac3b4c
+-- problem_id: v2p_c9_61a9898a9ad08698
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_DEPTNAME", COUNT(*) AS "row_count"
+FROM "c9"
+GROUP BY "ROLE_DEPTNAME"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2071811f200d7640.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2071811f200d7640.sql
new file mode 100644
index 0000000000000000000000000000000000000000..980dd1a6ec23a92dedebb7ce6d5f7f8123cef963
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2071811f200d7640.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_2071811f200d7640
+-- problem_id: v2p_c9_c08796e2319f9c49
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ACTION", "ROLE_FAMILY",
+       SUM(CAST("RESOURCE" AS REAL)) AS "total_measure",
+       SUM(CAST("RESOURCE" AS REAL)) * 100.0 / SUM(SUM(CAST("RESOURCE" AS REAL))) OVER (PARTITION BY "ACTION") AS "share_within_group"
+FROM "c9"
+GROUP BY "ACTION", "ROLE_FAMILY"
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_21eb436d84123c7e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_21eb436d84123c7e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..dc9a8716df331473b99d5699dddb92a1f813a200
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_21eb436d84123c7e.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_21eb436d84123c7e
+-- problem_id: v2p_c9_771fb3ec95e9d83d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ROLE_TITLE",
+  AVG(CASE WHEN "ROLE_FAMILY" = '118424' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "c9"
+GROUP BY "ROLE_TITLE"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_227bec089522af07.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_227bec089522af07.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3b31823a3d2560fecdb25d23f44dcd31876d83b0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_227bec089522af07.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_227bec089522af07
+-- problem_id: v2p_c9_e5c303ff07888160
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_2", "ROLE_FAMILY_DESC",
+       SUM(CAST("RESOURCE" AS REAL)) AS total_measure,
+       SUM(CAST("RESOURCE" AS REAL)) * 100.0 / SUM(SUM(CAST("RESOURCE" AS REAL))) OVER (PARTITION BY "ROLE_ROLLUP_2") AS share_within_group
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_2", "ROLE_FAMILY_DESC"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_22d6330c1cd5c969.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_22d6330c1cd5c969.sql
new file mode 100644
index 0000000000000000000000000000000000000000..41b543cb29db9d11df420bcaca13d35649d8a483
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_22d6330c1cd5c969.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_c9_22d6330c1cd5c969
+-- problem_id: v2p_c9_3a524726073e5961
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "ROLE_DEPTNAME" AS value_label, COUNT(*) AS support
+    FROM "c9"
+    GROUP BY "ROLE_DEPTNAME"
+)
+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_c/c9/sql/v2q_c9_26dd263cacaf8dff.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_26dd263cacaf8dff.sql
new file mode 100644
index 0000000000000000000000000000000000000000..75a9546154c3df054480dbbd1c468051eb7d5ec6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_26dd263cacaf8dff.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_26dd263cacaf8dff
+-- problem_id: v2p_c9_f8852adeca5c763c
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "ROLE_ROLLUP_2" AS value_label, COUNT(*) AS support
+    FROM "c9"
+    GROUP BY "ROLE_ROLLUP_2"
+)
+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_c/c9/sql/v2q_c9_26e423bfffd401d9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_26e423bfffd401d9.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6d9b490c2afa5c11cd3b68d872d8a6c85d47e2c1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_26e423bfffd401d9.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_26e423bfffd401d9
+-- problem_id: v2p_c9_86a6a6c06c4518e0
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("RESOURCE" AS REAL) <= 74189.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold
+FROM "c9";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_27191a63b71ef9ec.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_27191a63b71ef9ec.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fe335da4953a2883f8121bb1b3ee97aef7ef52ea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_27191a63b71ef9ec.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_27191a63b71ef9ec
+-- problem_id: v2p_c9_2cc26a3c52db492a
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT
+        "ROLE_DEPTNAME",
+        NTILE(10) OVER (ORDER BY CAST("ROLE_DEPTNAME" AS INTEGER) DESC) AS tail_bucket
+    FROM "c9"
+    WHERE "ROLE_DEPTNAME" IS NOT NULL
+)
+SELECT "ROLE_DEPTNAME"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY CAST("ROLE_DEPTNAME" AS INTEGER) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_27b4ac3aedcf7445.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_27b4ac3aedcf7445.sql
new file mode 100644
index 0000000000000000000000000000000000000000..65844a0453bde298e2a996d2b471231f8df92314
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_27b4ac3aedcf7445.sql
@@ -0,0 +1,31 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_27b4ac3aedcf7445
+-- problem_id: v2p_c9_dfea49f652c4de9f
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT
+        "ACTION",
+        SUM(CAST("ROLE_FAMILY_DESC" AS REAL)) AS group_value
+    FROM "c9"
+    WHERE "ACTION" IS NOT NULL
+      AND "ROLE_FAMILY_DESC" IS NOT NULL
+      AND "ROLE_FAMILY_DESC" <> ''
+    GROUP BY "ACTION"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."ACTION", 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_c/c9/sql/v2q_c9_28aa26f5cb633ee7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_28aa26f5cb633ee7.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3aacf98106043bff447a4f3b0310604d9a63908b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_28aa26f5cb633ee7.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_28aa26f5cb633ee7
+-- problem_id: v2p_c9_7a742a15f60c2f8b
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "RESOURCE",
+    COUNT(*) AS support,
+    AVG("MGR_ID") AS avg_response
+FROM "c9"
+GROUP BY "RESOURCE"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_29f53f67245873cf.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_29f53f67245873cf.sql
new file mode 100644
index 0000000000000000000000000000000000000000..553058e34b97e82ad02800aea9debb16bec23a92
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_29f53f67245873cf.sql
@@ -0,0 +1,33 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_29f53f67245873cf
+-- problem_id: v2p_c9_9308ee493282e058
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+    SELECT
+        "ROLE_ROLLUP_2",
+        SUM(CAST("ROLE_ROLLUP_1" AS REAL)) AS "group_value"
+    FROM "c9"
+    WHERE "ROLE_ROLLUP_2" IS NOT NULL
+      AND "ROLE_ROLLUP_1" IS NOT NULL
+    GROUP BY "ROLE_ROLLUP_2"
+),
+"total" AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM "grouped"
+)
+SELECT
+    g."ROLE_ROLLUP_2",
+    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_c/c9/sql/v2q_c9_2a873a0515865cc3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2a873a0515865cc3.sql
new file mode 100644
index 0000000000000000000000000000000000000000..923240764c039ee982852114ae58138f7ea9a653
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2a873a0515865cc3.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_2a873a0515865cc3
+-- problem_id: v2p_c9_ed89bf4c3f49bf23
+-- realization_mode: agent
+-- source_kind: agent
+WITH "buckets" AS (
+  SELECT
+    "ROLE_DEPTNAME",
+    NTILE(10) OVER (ORDER BY CAST("ROLE_DEPTNAME" AS REAL) DESC) AS "tail_bucket"
+  FROM "c9"
+  WHERE "ROLE_DEPTNAME" IS NOT NULL
+)
+SELECT "ROLE_DEPTNAME"
+FROM "buckets"
+WHERE "tail_bucket" = 1
+ORDER BY CAST("ROLE_DEPTNAME" AS REAL) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2aece76591d0566a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2aece76591d0566a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e3d65e1a9430006f23f092acaaaaf37131b212ed
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2aece76591d0566a.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_2aece76591d0566a
+-- problem_id: v2p_c9_352d449133557ada
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ROLE_DEPTNAME",
+  "ROLE_FAMILY",
+  SUM(CAST("MGR_ID" AS REAL)) AS total_measure,
+  SUM(CAST("MGR_ID" AS REAL)) * 100.0 / SUM(SUM(CAST("MGR_ID" AS REAL))) OVER (PARTITION BY "ROLE_DEPTNAME") AS share_within_group
+FROM "c9"
+GROUP BY "ROLE_DEPTNAME", "ROLE_FAMILY"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2c1bb7ddc45ad67b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2c1bb7ddc45ad67b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d7f384f867f4fbae8179db4e1b63435297fdee90
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2c1bb7ddc45ad67b.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_2c1bb7ddc45ad67b
+-- problem_id: v2p_c9_38b13525f9dcfaa6
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ROLE_CODE",
+           SUM(CASE WHEN "ACTION" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "ACTION" = '0' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c9"
+    GROUP BY "ROLE_CODE"
+)
+SELECT "ROLE_CODE",
+       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_c/c9/sql/v2q_c9_2f137d8bbe93c41c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2f137d8bbe93c41c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2a5f0c26fabe5e01de1480441829e08c95a2afca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2f137d8bbe93c41c.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_2f137d8bbe93c41c
+-- problem_id: v2p_c9_d922bb37e511b3df
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_1",
+       AVG(CASE WHEN "ACTION" = '1' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_1"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2f6f30d6520ea8fb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2f6f30d6520ea8fb.sql
new file mode 100644
index 0000000000000000000000000000000000000000..16ea179ce321d852e09a90dfda190d0e60381b01
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2f6f30d6520ea8fb.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_2f6f30d6520ea8fb
+-- problem_id: v2p_c9_8c6a4e40272b5637
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ROLE_TITLE",
+  "ROLE_ROLLUP_1",
+  SUM(CAST("ROLE_DEPTNAME" AS REAL)) AS total_measure,
+  SUM(CAST("ROLE_DEPTNAME" AS REAL)) * 100.0 /
+    SUM(SUM(CAST("ROLE_DEPTNAME" AS REAL))) OVER (PARTITION BY "ROLE_TITLE") AS share_within_group
+FROM "c9"
+GROUP BY "ROLE_TITLE", "ROLE_ROLLUP_1"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2fe1ca9d9d19e89a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2fe1ca9d9d19e89a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..bffedf660de9658d5686bbdb9bd73597e54b0768
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_2fe1ca9d9d19e89a.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_2fe1ca9d9d19e89a
+-- problem_id: v2p_c9_b63d11fb0290888e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_TITLE",
+       AVG(CASE WHEN "ROLE_FAMILY" = '290919' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "c9"
+GROUP BY "ROLE_TITLE"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_31a36be9657e9a40.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_31a36be9657e9a40.sql
new file mode 100644
index 0000000000000000000000000000000000000000..466f9accf03255b1a71047041f39f06ca51786da
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_31a36be9657e9a40.sql
@@ -0,0 +1,75 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_31a36be9657e9a40
+-- problem_id: v2p_c9_7ce32588275644d0
+-- realization_mode: agent
+-- source_kind: agent
+WITH "base" AS (
+  SELECT
+    "ROLE_ROLLUP_2" AS "group_col",
+    CAST("ROLE_DEPTNAME" AS REAL) AS "measure_col"
+  FROM "c9"
+  WHERE "ROLE_ROLLUP_2" IS NOT NULL
+    AND "ROLE_ROLLUP_2" <> ''
+    AND "ROLE_DEPTNAME" IS NOT NULL
+    AND "ROLE_DEPTNAME" <> ''
+),
+"ordered" AS (
+  SELECT
+    "group_col",
+    "measure_col",
+    ROW_NUMBER() OVER (
+      PARTITION BY "group_col"
+      ORDER BY "measure_col"
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "group_col"
+    ) AS "cnt"
+  FROM "base"
+),
+"positions" AS (
+  SELECT DISTINCT
+    "group_col",
+    (1.0 + (("cnt" - 1) * 0.95)) AS "pos",
+    CAST((1.0 + (("cnt" - 1) * 0.95)) AS INTEGER) AS "lo_rn",
+    CAST((1.0 + (("cnt" - 1) * 0.95)) AS INTEGER) +
+      CASE
+        WHEN (1.0 + (("cnt" - 1) * 0.95)) > CAST((1.0 + (("cnt" - 1) * 0.95)) AS INTEGER) THEN 1
+        ELSE 0
+      END AS "hi_rn"
+  FROM "ordered"
+  WHERE "cnt" >= 5
+),
+"picked" AS (
+  SELECT
+    o."group_col",
+    p."pos",
+    p."lo_rn",
+    p."hi_rn",
+    MAX(CASE WHEN o."rn" = p."lo_rn" THEN o."measure_col" END) AS "lo_val",
+    MAX(CASE WHEN o."rn" = p."hi_rn" THEN o."measure_col" END) AS "hi_val"
+  FROM "ordered" AS o
+  JOIN "positions" AS p
+    ON o."group_col" = p."group_col"
+  GROUP BY
+    o."group_col",
+    p."pos",
+    p."lo_rn",
+    p."hi_rn"
+)
+SELECT
+  "group_col" AS "ROLE_ROLLUP_2",
+  CASE
+    WHEN "lo_rn" = "hi_rn" THEN "lo_val"
+    ELSE "lo_val" + (("pos" - "lo_rn") * ("hi_val" - "lo_val"))
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC, "ROLE_ROLLUP_2"
+LIMIT 12;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_339c70488142b90f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_339c70488142b90f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..cb8fda29ce57cf162c7db433beebf7f81f107ad7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_339c70488142b90f.sql
@@ -0,0 +1,27 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_339c70488142b90f
+-- problem_id: v2p_c9_7bae41078b76cfa9
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT "ROLE_DEPTNAME", SUM(CAST("MGR_ID" AS REAL)) AS "group_value"
+  FROM "c9"
+  GROUP BY "ROLE_DEPTNAME"
+),
+"total" AS (
+  SELECT SUM("group_value") AS "total_value"
+  FROM "grouped"
+)
+SELECT g."ROLE_DEPTNAME", 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_c/c9/sql/v2q_c9_33d07266e5017096.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_33d07266e5017096.sql
new file mode 100644
index 0000000000000000000000000000000000000000..765301c92779f16776d7789a807a50adcf00e9cc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_33d07266e5017096.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_33d07266e5017096
+-- problem_id: v2p_c9_75f6771bea16b251
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "ROLE_DEPTNAME",
+    COUNT(*) AS support,
+    AVG("MGR_ID") AS avg_response
+FROM "c9"
+GROUP BY "ROLE_DEPTNAME"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_350646ef62f2b6fb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_350646ef62f2b6fb.sql
new file mode 100644
index 0000000000000000000000000000000000000000..61bb3f8ec92217830717542d349f25a183178415
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_350646ef62f2b6fb.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_350646ef62f2b6fb
+-- problem_id: v2p_c9_5ec36c5c4b7bc7be
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_DEPTNAME",
+       AVG(CASE WHEN "ACTION" = '0' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c9"
+GROUP BY "ROLE_DEPTNAME"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_35fb04ac6c3df6a7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_35fb04ac6c3df6a7.sql
new file mode 100644
index 0000000000000000000000000000000000000000..cabb28f8cf818abcc295e8446999bae5feca6a53
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_35fb04ac6c3df6a7.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_35fb04ac6c3df6a7
+-- problem_id: v2p_c9_edfc1b8899bf12a6
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_2", SUM(CAST("ROLE_ROLLUP_1" AS NUMERIC)) AS total_measure
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_2"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_38e44074f4999a2b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_38e44074f4999a2b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..cc0e49a59223c93458115bab5caa64252495c666
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_38e44074f4999a2b.sql
@@ -0,0 +1,63 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_38e44074f4999a2b
+-- problem_id: v2p_c9_e8f5118e95992b2f
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "ACTION" AS "group_col",
+    CAST("ROLE_DEPTNAME" AS REAL) AS "measure_val",
+    ROW_NUMBER() OVER (
+      PARTITION BY "ACTION"
+      ORDER BY CAST("ROLE_DEPTNAME" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "ACTION") AS "n"
+  FROM "c9"
+  WHERE "ACTION" IS NOT NULL
+    AND "ROLE_DEPTNAME" IS NOT NULL
+),
+"bounds" 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",
+    CASE
+      WHEN (1.0 + 0.9 * ("n" - 1)) = CAST((1.0 + 0.9 * ("n" - 1)) AS INTEGER)
+        THEN CAST((1.0 + 0.9 * ("n" - 1)) AS INTEGER)
+      ELSE CAST((1.0 + 0.9 * ("n" - 1)) AS INTEGER) + 1
+    END AS "upper_rn"
+  FROM "ordered"
+),
+"picked" AS (
+  SELECT
+    b."group_col",
+    b."pos",
+    b."lower_rn",
+    b."upper_rn",
+    MAX(CASE WHEN o."rn" = b."lower_rn" THEN o."measure_val" END) AS "lower_val",
+    MAX(CASE WHEN o."rn" = b."upper_rn" THEN o."measure_val" END) AS "upper_val"
+  FROM "bounds" AS b
+  JOIN "ordered" AS o
+    ON o."group_col" = b."group_col"
+  GROUP BY
+    b."group_col",
+    b."pos",
+    b."lower_rn",
+    b."upper_rn"
+)
+SELECT
+  "group_col" AS "ACTION",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_val"
+    ELSE "lower_val" + ("pos" - "lower_rn") * ("upper_val" - "lower_val")
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC, "ACTION";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_3a0d0fca66bc36f6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_3a0d0fca66bc36f6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8474b37bfc6f44794ad4a6c3b5bd40c826c76a01
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_3a0d0fca66bc36f6.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_3a0d0fca66bc36f6
+-- problem_id: v2p_c9_05290feab1db4425
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ROLE_ROLLUP_1",
+  "ROLE_CODE",
+  SUM(CAST("MGR_ID" AS REAL)) AS total_measure,
+  SUM(CAST("MGR_ID" AS REAL)) * 100.0 / SUM(SUM(CAST("MGR_ID" AS REAL))) OVER (PARTITION BY "ROLE_ROLLUP_1") AS share_within_group
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_1", "ROLE_CODE"
+ORDER BY share_within_group DESC
+LIMIT 15;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_3b48e5ab5a2dfa21.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_3b48e5ab5a2dfa21.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3876e10d4b7a713880dadc2a1d0c0dad7aa1b65d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_3b48e5ab5a2dfa21.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_3b48e5ab5a2dfa21
+-- problem_id: v2p_c9_11e6b25668cb305c
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_2", SUM(CAST("RESOURCE" AS NUMERIC)) AS "total_measure"
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_2"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_3c51f3719073395a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_3c51f3719073395a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..70a1ccc7c897db2f98c5d933333030d53bbb4802
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_3c51f3719073395a.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_3c51f3719073395a
+-- problem_id: v2p_c9_998eb15fdc841eef
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "ROLE_ROLLUP_2" AS value_label, COUNT(*) AS support
+    FROM "c9"
+    GROUP BY "ROLE_ROLLUP_2"
+), 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_c/c9/sql/v2q_c9_3e1d15c0a44f7c28.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_3e1d15c0a44f7c28.sql
new file mode 100644
index 0000000000000000000000000000000000000000..935808e7ccabdd0287cec8944cd3b557101b475a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_3e1d15c0a44f7c28.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_c9_3e1d15c0a44f7c28
+-- problem_id: v2p_c9_de9ecc7e5cd9b697
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ACTION", "ROLE_TITLE", COUNT(*) AS "row_count"
+FROM "c9"
+WHERE CAST("ROLE_FAMILY" AS REAL) >= 290919.0
+GROUP BY "ACTION", "ROLE_TITLE"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4152bdaecf168cc2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4152bdaecf168cc2.sql
new file mode 100644
index 0000000000000000000000000000000000000000..003cf3ea53f204c583e70992161bd3cabe62f7e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4152bdaecf168cc2.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_4152bdaecf168cc2
+-- problem_id: v2p_c9_61c7cc9c606eaba1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "ROLE_DEPTNAME",
+    COUNT(*) AS "support"
+FROM "c9"
+GROUP BY "ROLE_DEPTNAME"
+ORDER BY "support" ASC, "ROLE_DEPTNAME"
+LIMIT 18;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_41984241461469d7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_41984241461469d7.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b38332435a4bd47a3beb3ed6063d3c7bafa5bc85
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_41984241461469d7.sql
@@ -0,0 +1,63 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_41984241461469d7
+-- problem_id: v2p_c9_39f49d337ac8dc34
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "ROLE_DEPTNAME",
+    CAST("ROLE_CODE" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "ROLE_DEPTNAME"
+      ORDER BY CAST("ROLE_CODE" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "ROLE_DEPTNAME"
+    ) AS "cnt"
+  FROM "c9"
+  WHERE "ROLE_DEPTNAME" IS NOT NULL
+    AND "ROLE_CODE" IS NOT NULL
+),
+"positions" AS (
+  SELECT
+    "ROLE_DEPTNAME",
+    "measure_value",
+    "rn",
+    "cnt",
+    (1 + ("cnt" - 1) * 0.9) AS "pos",
+    CAST((1 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN (1 + ("cnt" - 1) * 0.9) = CAST((1 + ("cnt" - 1) * 0.9) AS INTEGER)
+        THEN CAST((1 + ("cnt" - 1) * 0.9) AS INTEGER)
+      ELSE CAST((1 + ("cnt" - 1) * 0.9) AS INTEGER) + 1
+    END AS "upper_rn"
+  FROM "ordered"
+),
+"percentiles" AS (
+  SELECT
+    "ROLE_DEPTNAME",
+    MAX(CASE WHEN "rn" = "lower_rn" THEN "measure_value" END) AS "lower_value",
+    MAX(CASE WHEN "rn" = "upper_rn" THEN "measure_value" END) AS "upper_value",
+    MAX("pos") AS "pos",
+    MAX("lower_rn") AS "lower_rn",
+    MAX("upper_rn") AS "upper_rn"
+  FROM "positions"
+  GROUP BY "ROLE_DEPTNAME"
+)
+SELECT
+  "ROLE_DEPTNAME",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_value"
+    ELSE "lower_value" + ("pos" - "lower_rn") * ("upper_value" - "lower_value")
+  END AS "percentile_measure"
+FROM "percentiles"
+ORDER BY "percentile_measure" DESC
+LIMIT 12;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_42432217c5efc809.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_42432217c5efc809.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8483c9f3caaed14e66427cefdc29c3cc314a1cdd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_42432217c5efc809.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_42432217c5efc809
+-- problem_id: v2p_c9_f708d03c9c975d66
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "ROLE_TITLE",
+    COUNT(*) AS support,
+    AVG("ROLE_ROLLUP_1") AS avg_response
+FROM "c9"
+GROUP BY "ROLE_TITLE"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_44677d0edad2e992.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_44677d0edad2e992.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6ca081e52b3201700c46dfbde2c743f146d0ff9c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_44677d0edad2e992.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_c9_44677d0edad2e992
+-- problem_id: v2p_c9_097c25e77a7f88d6
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_1", "ROLE_CODE", COUNT(*) AS "row_count"
+FROM "c9"
+WHERE CAST("ROLE_ROLLUP_1" AS REAL) >= 117961.0
+GROUP BY "ROLE_ROLLUP_1", "ROLE_CODE"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_44d85409464b0cfa.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_44d85409464b0cfa.sql
new file mode 100644
index 0000000000000000000000000000000000000000..aaffc351d8c9289200d43b78a410a0d55e73a183
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_44d85409464b0cfa.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_44d85409464b0cfa
+-- problem_id: v2p_c9_4a8d3903fdbe425b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ROLE_ROLLUP_2",
+  "ROLE_FAMILY_DESC",
+  SUM(CAST("RESOURCE" AS REAL)) AS total_measure,
+  SUM(CAST("RESOURCE" AS REAL)) * 100.0 / SUM(SUM(CAST("RESOURCE" AS REAL))) OVER (PARTITION BY "ROLE_ROLLUP_2") AS share_within_group
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_2", "ROLE_FAMILY_DESC"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4768f7d08031b323.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4768f7d08031b323.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5c3c22efac682296054ee9f679be94a97acadb27
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4768f7d08031b323.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_4768f7d08031b323
+-- problem_id: v2p_c9_81c6b1ab63bc4dd8
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "ROLE_TITLE",
+    COUNT(*) AS support,
+    AVG("RESOURCE") AS avg_response
+FROM "c9"
+GROUP BY "ROLE_TITLE"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_491a0d8758d7e6cd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_491a0d8758d7e6cd.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3ea6dd4ee389a38ddd155419e717c3cab5af8510
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_491a0d8758d7e6cd.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_491a0d8758d7e6cd
+-- problem_id: v2p_c9_b2e667a0f6130bd5
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_1", "ROLE_TITLE",
+       SUM(CAST("ROLE_CODE" AS REAL)) AS total_measure,
+       SUM(CAST("ROLE_CODE" AS REAL)) * 100.0 / SUM(SUM(CAST("ROLE_CODE" AS REAL))) OVER (PARTITION BY "ROLE_ROLLUP_1") AS share_within_group
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_1", "ROLE_TITLE"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4a88848ba7c932aa.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4a88848ba7c932aa.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c0e9100c8627c32a5e458a2277965c4aa823f504
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4a88848ba7c932aa.sql
@@ -0,0 +1,66 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_4a88848ba7c932aa
+-- problem_id: v2p_c9_9f0400a6d607af24
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "ROLE_CODE",
+    CAST("MGR_ID" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "ROLE_CODE"
+      ORDER BY CAST("MGR_ID" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "ROLE_CODE"
+    ) AS "cnt"
+  FROM "c9"
+  WHERE "ROLE_CODE" IS NOT NULL
+    AND "MGR_ID" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "ROLE_CODE",
+    "cnt",
+    (0.9 * ("cnt" - 1) + 1.0) AS "pos",
+    CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) AS "lo_rn",
+    CASE
+      WHEN (0.9 * ("cnt" - 1) + 1.0) = CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER)
+        THEN CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER)
+      ELSE CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) + 1
+    END AS "hi_rn"
+  FROM "ordered"
+),
+"picked" AS (
+  SELECT
+    p."ROLE_CODE",
+    p."pos",
+    p."lo_rn",
+    p."hi_rn",
+    MAX(CASE WHEN o."rn" = p."lo_rn" THEN o."measure_value" END) AS "lo_val",
+    MAX(CASE WHEN o."rn" = p."hi_rn" THEN o."measure_value" END) AS "hi_val"
+  FROM "positions" AS p
+  JOIN "ordered" AS o
+    ON o."ROLE_CODE" = p."ROLE_CODE"
+  GROUP BY
+    p."ROLE_CODE",
+    p."pos",
+    p."lo_rn",
+    p."hi_rn"
+)
+SELECT
+  "ROLE_CODE",
+  CASE
+    WHEN "lo_rn" = "hi_rn" THEN "lo_val"
+    ELSE "lo_val" + ("pos" - "lo_rn") * ("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_c/c9/sql/v2q_c9_4c21a73822563e81.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4c21a73822563e81.sql
new file mode 100644
index 0000000000000000000000000000000000000000..377b5a4531b6de1949c236707932235d5ca382d8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4c21a73822563e81.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_4c21a73822563e81
+-- problem_id: v2p_c9_8f4a6eebc3b67368
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ACTION", "ROLE_DEPTNAME",
+       SUM(CAST("ROLE_FAMILY_DESC" AS REAL)) AS total_measure,
+       SUM(CAST("ROLE_FAMILY_DESC" AS REAL)) * 100.0 / SUM(SUM(CAST("ROLE_FAMILY_DESC" AS REAL))) OVER (PARTITION BY "ACTION") AS share_within_group
+FROM "c9"
+GROUP BY "ACTION", "ROLE_DEPTNAME"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4d9cfe30fc0e6f46.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4d9cfe30fc0e6f46.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c2fd3bf4bc4089e4b11cd131511aee9fd2c63a81
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4d9cfe30fc0e6f46.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_4d9cfe30fc0e6f46
+-- problem_id: v2p_c9_fc20697240b3b3bd
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_DEPTNAME", SUM(CAST("ROLE_ROLLUP_2" AS NUMERIC)) AS total_measure
+FROM "c9"
+GROUP BY "ROLE_DEPTNAME"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4e3d1d6e6a2c716d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4e3d1d6e6a2c716d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c3bc2aa9120d5d75b2fa9118533a3ffe27b49c4b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_4e3d1d6e6a2c716d.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_4e3d1d6e6a2c716d
+-- problem_id: v2p_c9_3372debb48ce4131
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_CODE",
+       AVG(CASE WHEN "ACTION" = '0' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c9"
+GROUP BY "ROLE_CODE"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_52b07fc2b1526e32.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_52b07fc2b1526e32.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ccc485105897fd71dd01790091aae95e5c95812e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_52b07fc2b1526e32.sql
@@ -0,0 +1,27 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_52b07fc2b1526e32
+-- problem_id: v2p_c9_62d167257432d64a
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+    SELECT "ROLE_ROLLUP_2", SUM(CAST("RESOURCE" AS REAL)) AS "group_value"
+    FROM "c9"
+    GROUP BY "ROLE_ROLLUP_2"
+),
+"total" AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM "grouped"
+)
+SELECT "g"."ROLE_ROLLUP_2", "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_c/c9/sql/v2q_c9_53c60be0576dd751.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_53c60be0576dd751.sql
new file mode 100644
index 0000000000000000000000000000000000000000..573b0d317838bc533575632a931eb3d69655547f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_53c60be0576dd751.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_53c60be0576dd751
+-- problem_id: v2p_c9_014d78744d084252
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ROLE_ROLLUP_1",
+  "ROLE_TITLE",
+  SUM(CAST("ROLE_CODE" AS NUMERIC)) AS total_measure,
+  SUM(CAST("ROLE_CODE" AS NUMERIC)) * 100.0
+    / SUM(SUM(CAST("ROLE_CODE" AS NUMERIC))) OVER (PARTITION BY "ROLE_ROLLUP_1") AS share_within_group
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_1", "ROLE_TITLE"
+ORDER BY share_within_group DESC
+LIMIT 11;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_548a19f97a90d770.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_548a19f97a90d770.sql
new file mode 100644
index 0000000000000000000000000000000000000000..bd7550e983c16a2b8fcaa9cb97d75da32ab64783
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_548a19f97a90d770.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_c9_548a19f97a90d770
+-- problem_id: v2p_c9_b6369baa3d6cc5af
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_2", "ROLE_DEPTNAME", COUNT(*) AS row_count
+FROM "c9"
+WHERE CAST("ROLE_ROLLUP_2" AS REAL) >= 118386.0
+GROUP BY "ROLE_ROLLUP_2", "ROLE_DEPTNAME"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_56cda6f7192195d3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_56cda6f7192195d3.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f0a4bf696ad46ecc218f8c33560923b810ff4e2f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_56cda6f7192195d3.sql
@@ -0,0 +1,32 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_56cda6f7192195d3
+-- problem_id: v2p_c9_988410341899f868
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "ACTION",
+    CAST("ROLE_DEPTNAME" AS REAL) AS "measure_value",
+    CUME_DIST() OVER (
+      PARTITION BY "ACTION"
+      ORDER BY CAST("ROLE_DEPTNAME" AS REAL)
+    ) AS "cd"
+  FROM "c9"
+  WHERE "ROLE_DEPTNAME" IS NOT NULL
+    AND TRIM("ROLE_DEPTNAME") <> ''
+)
+SELECT
+  "ACTION",
+  MIN("measure_value") AS "percentile_measure"
+FROM "ranked"
+WHERE "cd" >= 0.95
+GROUP BY "ACTION"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5776873858b9ae5c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5776873858b9ae5c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fade069a16b9684289a0f99999b2a1c6df7ded72
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5776873858b9ae5c.sql
@@ -0,0 +1,72 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_5776873858b9ae5c
+-- problem_id: v2p_c9_0479dbecda31628c
+-- realization_mode: agent
+-- source_kind: agent
+WITH "base" AS (
+  SELECT
+    "ROLE_ROLLUP_2",
+    CAST("ROLE_FAMILY_DESC" AS REAL) AS "measure"
+  FROM "c9"
+  WHERE "ROLE_ROLLUP_2" IS NOT NULL
+    AND "ROLE_FAMILY_DESC" IS NOT NULL
+),
+"ranked" AS (
+  SELECT
+    "ROLE_ROLLUP_2",
+    "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "ROLE_ROLLUP_2"
+      ORDER BY "measure"
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "ROLE_ROLLUP_2"
+    ) AS "n"
+  FROM "base"
+),
+"params" AS (
+  SELECT
+    "ROLE_ROLLUP_2",
+    (1.0 + (MAX("n") - 1) * 0.95) AS "pos"
+  FROM "ranked"
+  GROUP BY "ROLE_ROLLUP_2"
+),
+"bounds" AS (
+  SELECT
+    "ROLE_ROLLUP_2",
+    CAST("pos" AS INTEGER) AS "lower_rn",
+    CAST("pos" AS INTEGER) + CASE WHEN "pos" > CAST("pos" AS INTEGER) THEN 1 ELSE 0 END AS "upper_rn",
+    "pos" - CAST("pos" AS INTEGER) AS "upper_weight"
+  FROM "params"
+),
+"aggregated" AS (
+  SELECT
+    r."ROLE_ROLLUP_2",
+    MAX(CASE WHEN r."rn" = b."lower_rn" THEN r."measure" END) AS "lower_value",
+    MAX(CASE WHEN r."rn" = b."upper_rn" THEN r."measure" END) AS "upper_value",
+    MAX(b."lower_rn") AS "lower_rn",
+    MAX(b."upper_rn") AS "upper_rn",
+    MAX(b."upper_weight") AS "upper_weight",
+    COUNT(*) AS "group_size"
+  FROM "ranked" AS r
+  JOIN "bounds" AS b
+    ON r."ROLE_ROLLUP_2" = b."ROLE_ROLLUP_2"
+  GROUP BY r."ROLE_ROLLUP_2"
+)
+SELECT
+  "ROLE_ROLLUP_2",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_value"
+    ELSE (1.0 - "upper_weight") * "lower_value" + "upper_weight" * "upper_value"
+  END AS "percentile_measure"
+FROM "aggregated"
+WHERE "group_size" >= 5
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_586f2844ff2de0e2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_586f2844ff2de0e2.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9a912dbe6e7d35fffff564eeb977c8ebf92ce944
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_586f2844ff2de0e2.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_c9_586f2844ff2de0e2
+-- problem_id: v2p_c9_ee20c59d1e8ee950
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_1", "ROLE_DEPTNAME", COUNT(*) AS "row_count"
+FROM "c9"
+WHERE CAST("RESOURCE" AS REAL) >= 74189.0
+GROUP BY "ROLE_ROLLUP_1", "ROLE_DEPTNAME"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5a3896cd28a2f3ec.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5a3896cd28a2f3ec.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b21a90097bb30aadee6871ed49d2028a46ac028e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5a3896cd28a2f3ec.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_5a3896cd28a2f3ec
+-- problem_id: v2p_c9_0c2e5bec7c842b53
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "ROLE_ROLLUP_1",
+    COUNT(*) AS support,
+    AVG("ROLE_ROLLUP_2") AS avg_response
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_1"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5a94942cceedb78a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5a94942cceedb78a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e4f664ddb5a0cd7597bcf6ceddbc8f62762e9852
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5a94942cceedb78a.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_c9_5a94942cceedb78a
+-- problem_id: v2p_c9_3a443f04f0f1e66c
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "ROLE_DEPTNAME" AS value_label, COUNT(*) AS support
+    FROM "c9"
+    GROUP BY "ROLE_DEPTNAME"
+), 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_c/c9/sql/v2q_c9_5b2b20b7f5e3e8a3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5b2b20b7f5e3e8a3.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7ba1f0163b083684e57cf64164609be012f63e34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5b2b20b7f5e3e8a3.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_c9_5b2b20b7f5e3e8a3
+-- problem_id: v2p_c9_111b77fcc81a8333
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "ROLE_CODE" AS value_label, COUNT(*) AS support
+    FROM "c9"
+    GROUP BY "ROLE_CODE"
+)
+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_c/c9/sql/v2q_c9_5b82e6160baf3d08.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5b82e6160baf3d08.sql
new file mode 100644
index 0000000000000000000000000000000000000000..311131318ee7d4cf35d09c6c64df1143e30f31b6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5b82e6160baf3d08.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_5b82e6160baf3d08
+-- problem_id: v2p_c9_d7be1acc05d179a8
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT
+        "ROLE_ROLLUP_1",
+        NTILE(10) OVER (ORDER BY CAST("ROLE_ROLLUP_1" AS REAL) DESC) AS tail_bucket
+    FROM "c9"
+    WHERE "ROLE_ROLLUP_1" IS NOT NULL
+)
+SELECT "ROLE_ROLLUP_1"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY CAST("ROLE_ROLLUP_1" AS REAL) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5d419e838021602e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5d419e838021602e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0ff17a012c44451b20a281808c1d8d5bf939ce5d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5d419e838021602e.sql
@@ -0,0 +1,57 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_5d419e838021602e
+-- problem_id: v2p_c9_6e3340ed5bb9349d
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "ROLE_ROLLUP_1",
+    CAST("ROLE_TITLE" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "ROLE_ROLLUP_1"
+      ORDER BY CAST("ROLE_TITLE" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "ROLE_ROLLUP_1"
+    ) AS "cnt"
+  FROM "c9"
+  WHERE "ROLE_ROLLUP_1" IS NOT NULL
+    AND "ROLE_TITLE" IS NOT NULL
+),
+"params" AS (
+  SELECT DISTINCT
+    "ROLE_ROLLUP_1",
+    "cnt",
+    (1.0 + 0.95 * ("cnt" - 1)) AS "pos",
+    CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN (1.0 + 0.95 * ("cnt" - 1)) = CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER)
+      THEN CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER)
+      ELSE CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + 1
+    END AS "upper_rn"
+  FROM "ordered"
+  WHERE "cnt" >= 5
+)
+SELECT
+  p."ROLE_ROLLUP_1",
+  CASE
+    WHEN p."lower_rn" = p."upper_rn" THEN lo."measure"
+    ELSE lo."measure" + (p."pos" - p."lower_rn") * (hi."measure" - lo."measure")
+  END AS "percentile_measure"
+FROM "params" AS p
+JOIN "ordered" AS lo
+  ON lo."ROLE_ROLLUP_1" = p."ROLE_ROLLUP_1"
+ AND lo."rn" = p."lower_rn"
+JOIN "ordered" AS hi
+  ON hi."ROLE_ROLLUP_1" = p."ROLE_ROLLUP_1"
+ AND hi."rn" = p."upper_rn"
+ORDER BY "percentile_measure" DESC
+LIMIT 15;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5f9147fa8feab173.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5f9147fa8feab173.sql
new file mode 100644
index 0000000000000000000000000000000000000000..93e93371ab0b157652d8d6bd166677b6e94c18ea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_5f9147fa8feab173.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_5f9147fa8feab173
+-- problem_id: v2p_c9_ae71bae2f8443267
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ACTION", SUM(CAST("ROLE_FAMILY_DESC" AS NUMERIC)) AS "total_measure"
+FROM "c9"
+GROUP BY "ACTION"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_60672386f3e78528.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_60672386f3e78528.sql
new file mode 100644
index 0000000000000000000000000000000000000000..23e0f6d2d22d94f30f725a786441780968cf40ed
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_60672386f3e78528.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_60672386f3e78528
+-- problem_id: v2p_c9_5eabd592e98020b5
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "ROLE_FAMILY",
+    COUNT(*) AS support,
+    AVG("RESOURCE") AS avg_response
+FROM "c9"
+GROUP BY "ROLE_FAMILY"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_63a14e1ec0011e23.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_63a14e1ec0011e23.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e154d2bd61b9d4c44a0bb055ac60c7908e5ae3c5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_63a14e1ec0011e23.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_63a14e1ec0011e23
+-- problem_id: v2p_c9_4d6474d44e1cc578
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT "ACTION", SUM(CAST("RESOURCE" AS REAL)) AS "group_value"
+  FROM "c9"
+  GROUP BY "ACTION"
+), "total" AS (
+  SELECT SUM("group_value") AS "total_value"
+  FROM "grouped"
+)
+SELECT g."ACTION", 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_c/c9/sql/v2q_c9_6526c5346c829e0d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6526c5346c829e0d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6ee8689059676273cfb63ce6c8bfedee5c9413d4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6526c5346c829e0d.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_6526c5346c829e0d
+-- problem_id: v2p_c9_cbbd2c6e67af60c9
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("ROLE_DEPTNAME" AS REAL) <= 120535.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "c9";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_69d7bb23cdedbc57.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_69d7bb23cdedbc57.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a94825d96ccbbdcbab03ac1d4ad0b60abdb6d10d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_69d7bb23cdedbc57.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_69d7bb23cdedbc57
+-- problem_id: v2p_c9_3842d1792dccf3a1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_DEPTNAME", "MGR_ID",
+       SUM(CAST("ROLE_ROLLUP_2" AS REAL)) AS total_measure,
+       SUM(CAST("ROLE_ROLLUP_2" AS REAL)) * 100.0 / SUM(SUM(CAST("ROLE_ROLLUP_2" AS REAL))) OVER (PARTITION BY "ROLE_DEPTNAME") AS share_within_group
+FROM "c9"
+GROUP BY "ROLE_DEPTNAME", "MGR_ID"
+ORDER BY share_within_group DESC
+LIMIT 12;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6cb84d17bb8ff211.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6cb84d17bb8ff211.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b98646a786d455694839a482004110a3154d9ea4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6cb84d17bb8ff211.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_6cb84d17bb8ff211
+-- problem_id: v2p_c9_b11c024c93cafa0c
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ACTION", SUM(CAST("RESOURCE" AS NUMERIC)) AS total_measure
+FROM "c9"
+GROUP BY "ACTION"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6d90df1a9cc4bc39.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6d90df1a9cc4bc39.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4a19dec9bae39819c5577c9ddfbd0ca89f3d613e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6d90df1a9cc4bc39.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_6d90df1a9cc4bc39
+-- problem_id: v2p_c9_d717a885784192c1
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+    SELECT "ROLE_ROLLUP_1", SUM(CAST("MGR_ID" AS REAL)) AS "group_value"
+    FROM "c9"
+    GROUP BY "ROLE_ROLLUP_1"
+), "total" AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM "grouped"
+)
+SELECT g."ROLE_ROLLUP_1", 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_c/c9/sql/v2q_c9_6e63f62139079b43.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6e63f62139079b43.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6292f8e9ac670fbb74621e0593868decaf9de8b0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6e63f62139079b43.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_6e63f62139079b43
+-- problem_id: v2p_c9_85aae6661b66c212
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_TITLE", COUNT(*) AS "row_count"
+FROM "c9"
+GROUP BY "ROLE_TITLE"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6ea021fc01ce468f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6ea021fc01ce468f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d4a6dbc51bc5175ba73f04209ca182b02a10bffa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6ea021fc01ce468f.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_6ea021fc01ce468f
+-- problem_id: v2p_c9_6e75112a1bf386ef
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ROLE_ROLLUP_1",
+           SUM(CASE WHEN "ACTION" = '1' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "ACTION" = '0' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c9"
+    GROUP BY "ROLE_ROLLUP_1"
+)
+SELECT "ROLE_ROLLUP_1",
+       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_c/c9/sql/v2q_c9_6ed8678662c3d1c2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6ed8678662c3d1c2.sql
new file mode 100644
index 0000000000000000000000000000000000000000..cb0f291c35f3a922aed9a00fa02ce349e88f1a28
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6ed8678662c3d1c2.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_6ed8678662c3d1c2
+-- problem_id: v2p_c9_0cf9fccd14539960
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ROLE_ROLLUP_2",
+  COUNT(*) AS "support"
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_2"
+ORDER BY "support" ASC, "ROLE_ROLLUP_2"
+LIMIT 17;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6f65ab089f7a8c9c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6f65ab089f7a8c9c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..38fd710e9301407e6ae96302e448e3e1788acb8c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_6f65ab089f7a8c9c.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_6f65ab089f7a8c9c
+-- problem_id: v2p_c9_6c2973359bd9cc24
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_CODE", COUNT(*) AS "row_count"
+FROM "c9"
+GROUP BY "ROLE_CODE"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_785967e2e2cbf50e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_785967e2e2cbf50e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6131ea82cf2e5e2dd9f54816036ffa1f247c1284
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_785967e2e2cbf50e.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_785967e2e2cbf50e
+-- problem_id: v2p_c9_a2398bfdf78e336b
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "ROLE_TITLE" AS value_label, COUNT(*) AS support
+    FROM "c9"
+    GROUP BY "ROLE_TITLE"
+)
+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_c/c9/sql/v2q_c9_78bdccfa64ba2d9c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_78bdccfa64ba2d9c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..92077f75c4231f6ddaedbee7fd26a5a716947a85
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_78bdccfa64ba2d9c.sql
@@ -0,0 +1,71 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_78bdccfa64ba2d9c
+-- problem_id: v2p_c9_075638359422b902
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "ROLE_DEPTNAME",
+    CAST("ROLE_TITLE" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "ROLE_DEPTNAME"
+      ORDER BY CAST("ROLE_TITLE" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "ROLE_DEPTNAME"
+    ) AS "cnt"
+  FROM "c9"
+  WHERE "ROLE_DEPTNAME" IS NOT NULL
+    AND "ROLE_TITLE" IS NOT NULL
+),
+"positions" AS (
+  SELECT
+    "ROLE_DEPTNAME",
+    "cnt",
+    1 + CAST((95 * ("cnt" - 1)) / 100 AS INTEGER) AS "lower_rn",
+    1 + CAST((95 * ("cnt" - 1)) / 100 AS INTEGER)
+      + CASE
+          WHEN (95 * ("cnt" - 1)) % 100 = 0 THEN 0
+          ELSE 1
+        END AS "upper_rn",
+    ((95 * ("cnt" - 1)) % 100) / 100.0 AS "fraction"
+  FROM "ordered"
+  GROUP BY "ROLE_DEPTNAME", "cnt"
+),
+"bounds" AS (
+  SELECT
+    "p"."ROLE_DEPTNAME",
+    "p"."cnt",
+    "p"."lower_rn",
+    "p"."upper_rn",
+    "p"."fraction",
+    MAX(CASE WHEN "o"."rn" = "p"."lower_rn" THEN "o"."measure_value" END) AS "lower_value",
+    MAX(CASE WHEN "o"."rn" = "p"."upper_rn" THEN "o"."measure_value" END) AS "upper_value"
+  FROM "positions" AS "p"
+  JOIN "ordered" AS "o"
+    ON "o"."ROLE_DEPTNAME" = "p"."ROLE_DEPTNAME"
+  GROUP BY
+    "p"."ROLE_DEPTNAME",
+    "p"."cnt",
+    "p"."lower_rn",
+    "p"."upper_rn",
+    "p"."fraction"
+)
+SELECT
+  "ROLE_DEPTNAME",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_value"
+    ELSE "lower_value" + "fraction" * ("upper_value" - "lower_value")
+  END AS "percentile_measure"
+FROM "bounds"
+WHERE "cnt" >= 5
+ORDER BY "percentile_measure" DESC, "ROLE_DEPTNAME"
+LIMIT 18;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_79288a2aee09a30d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_79288a2aee09a30d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..405f18825d3468ad0c9200bf572513db5e6434f6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_79288a2aee09a30d.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_79288a2aee09a30d
+-- problem_id: v2p_c9_ea3988dbc0bedc90
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_1", COUNT(*) AS row_count
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_1"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_793f33f9b2b8e56c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_793f33f9b2b8e56c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..885d1d241f4682e7acf6def7efa4fe9eae0acff4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_793f33f9b2b8e56c.sql
@@ -0,0 +1,35 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_793f33f9b2b8e56c
+-- problem_id: v2p_c9_d07127a7627e3ee2
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "ROLE_TITLE",
+    CAST("RESOURCE" AS REAL) AS "resource_value",
+    COUNT(*) OVER (PARTITION BY "ROLE_TITLE") AS "group_size",
+    CUME_DIST() OVER (
+      PARTITION BY "ROLE_TITLE"
+      ORDER BY CAST("RESOURCE" AS REAL)
+    ) AS "cume_dist"
+  FROM "c9"
+  WHERE "ROLE_TITLE" IS NOT NULL
+    AND "RESOURCE" IS NOT NULL
+)
+SELECT
+  "ROLE_TITLE",
+  MIN("resource_value") AS "percentile_measure"
+FROM "ranked"
+WHERE "group_size" >= 5
+  AND "cume_dist" >= 0.95
+GROUP BY "ROLE_TITLE"
+ORDER BY "percentile_measure" DESC, "ROLE_TITLE"
+LIMIT 13;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_7a2718b0c532bd5b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_7a2718b0c532bd5b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..69eab58d65a62e423deabba9de76574fc02fcd78
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_7a2718b0c532bd5b.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_7a2718b0c532bd5b
+-- problem_id: v2p_c9_dea9e848400598a8
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "ACTION" AS value_label, COUNT(*) AS support
+    FROM "c9"
+    GROUP BY "ACTION"
+)
+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_c/c9/sql/v2q_c9_7a449124d786f94a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_7a449124d786f94a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..36c2f18d17a28ef6ae05baa881e735e83f03119e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_7a449124d786f94a.sql
@@ -0,0 +1,35 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_7a449124d786f94a
+-- problem_id: v2p_c9_5c90f565d693094d
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT
+    "ACTION",
+    SUM(CAST("RESOURCE" AS REAL)) AS "group_value"
+  FROM "c9"
+  WHERE "ACTION" IS NOT NULL
+    AND "RESOURCE" IS NOT NULL
+    AND TRIM("ACTION") <> ''
+    AND TRIM("RESOURCE") <> ''
+  GROUP BY "ACTION"
+),
+"total" AS (
+  SELECT SUM("group_value") AS "total_value"
+  FROM "grouped"
+)
+SELECT
+  g."ACTION",
+  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_c/c9/sql/v2q_c9_7b2a204b8f7273f1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_7b2a204b8f7273f1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..591b6c97a7d6ed0edea8cb0573a4f6f954586f39
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_7b2a204b8f7273f1.sql
@@ -0,0 +1,34 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_7b2a204b8f7273f1
+-- problem_id: v2p_c9_ee2310e331e5e5e6
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "ROLE_ROLLUP_1",
+    CAST("ROLE_ROLLUP_2" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "ROLE_ROLLUP_1"
+      ORDER BY CAST("ROLE_ROLLUP_2" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "ROLE_ROLLUP_1"
+    ) AS "cnt"
+  FROM "c9"
+  WHERE "ROLE_ROLLUP_1" IS NOT NULL
+    AND "ROLE_ROLLUP_2" IS NOT NULL
+)
+SELECT
+  "ROLE_ROLLUP_1",
+  "measure_value" 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_c/c9/sql/v2q_c9_7d8098e9d4d78637.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_7d8098e9d4d78637.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0529dd323e1dade443b6bcc82afcd0417fb1b886
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_7d8098e9d4d78637.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_7d8098e9d4d78637
+-- problem_id: v2p_c9_c470bbb23af3424a
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_DEPTNAME", SUM(CAST("ROLE_ROLLUP_2" AS NUMERIC)) AS total_measure
+FROM "c9"
+GROUP BY "ROLE_DEPTNAME"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_8339b85f6c683abc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_8339b85f6c683abc.sql
new file mode 100644
index 0000000000000000000000000000000000000000..729cd8127a0ae5a702f5542b706d15ec575dfcf4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_8339b85f6c683abc.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_8339b85f6c683abc
+-- problem_id: v2p_c9_6b5fa9e708dc4f08
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT
+        "ROLE_ROLLUP_2",
+        NTILE(10) OVER (ORDER BY CAST("ROLE_ROLLUP_2" AS REAL) DESC) AS tail_bucket
+    FROM "c9"
+    WHERE "ROLE_ROLLUP_2" IS NOT NULL
+)
+SELECT "ROLE_ROLLUP_2"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY CAST("ROLE_ROLLUP_2" AS REAL) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_8348696e04329ede.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_8348696e04329ede.sql
new file mode 100644
index 0000000000000000000000000000000000000000..74cbd692f0707c398c5955d5f5d66fb2bc036824
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_8348696e04329ede.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_8348696e04329ede
+-- problem_id: v2p_c9_6b1a76f776b38aa1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ACTION", SUM(CAST("ROLE_FAMILY_DESC" AS NUMERIC)) AS total_measure
+FROM "c9"
+GROUP BY "ACTION"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_875cd7692185200a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_875cd7692185200a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b73e6391953ae1091cece0d42cb0665fa1ab29ae
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_875cd7692185200a.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_875cd7692185200a
+-- problem_id: v2p_c9_5dc333b77ac9318f
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ACTION",
+           SUM(CASE WHEN "ROLE_FAMILY" = '290919' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "ROLE_FAMILY" = '118424' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c9"
+    GROUP BY "ACTION"
+)
+SELECT "ACTION",
+       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_c/c9/sql/v2q_c9_8b502dbf18d72a6d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_8b502dbf18d72a6d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e2975959f9a1d980428cdbb2542c89b792b71970
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_8b502dbf18d72a6d.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_c9_8b502dbf18d72a6d
+-- problem_id: v2p_c9_7fa88d3351f8c9d7
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "ROLE_ROLLUP_1" AS value_label, COUNT(*) AS support
+    FROM "c9"
+    GROUP BY "ROLE_ROLLUP_1"
+)
+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_c/c9/sql/v2q_c9_91ba8e1a12f65803.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_91ba8e1a12f65803.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6b7d31652d03cb15b8df456a69d51f02739ae738
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_91ba8e1a12f65803.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_91ba8e1a12f65803
+-- problem_id: v2p_c9_0a7889770af92017
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ROLE_CODE",
+  "ROLE_ROLLUP_2",
+  SUM(CAST("ROLE_TITLE" AS REAL)) AS total_measure,
+  SUM(CAST("ROLE_TITLE" AS REAL)) * 100.0 / SUM(SUM(CAST("ROLE_TITLE" AS REAL))) OVER (PARTITION BY "ROLE_CODE") AS share_within_group
+FROM "c9"
+GROUP BY "ROLE_CODE", "ROLE_ROLLUP_2"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_91da50622bd63486.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_91da50622bd63486.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0780eba94486330674fe2a5de924aa9ad2fa1d4f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_91da50622bd63486.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_91da50622bd63486
+-- problem_id: v2p_c9_4fdefa95d0997e08
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_2", SUM(CAST("RESOURCE" AS REAL)) AS total_measure
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_2"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_922a351a2d35b8be.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_922a351a2d35b8be.sql
new file mode 100644
index 0000000000000000000000000000000000000000..638f1488e62462b9f6fd6fd357f990a628500550
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_922a351a2d35b8be.sql
@@ -0,0 +1,34 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_922a351a2d35b8be
+-- problem_id: v2p_c9_1ec1f674839d48e7
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "ROLE_CODE",
+    CAST("MGR_ID" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "ROLE_CODE"
+      ORDER BY CAST("MGR_ID" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "ROLE_CODE"
+    ) AS "cnt"
+  FROM "c9"
+  WHERE "ROLE_CODE" IS NOT NULL
+    AND "MGR_ID" IS NOT NULL
+)
+SELECT
+  "ROLE_CODE",
+  "measure_value" AS "percentile_measure"
+FROM "ranked"
+WHERE "rn" = (("cnt" * 95) + 99) / 100
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_95d0b85c9b551416.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_95d0b85c9b551416.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4ea59ad3df285ac7e8b3c2ad69b6da6c116d5bce
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_95d0b85c9b551416.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_95d0b85c9b551416
+-- problem_id: v2p_c9_3e8047fc8abce2e1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_1", SUM(CAST("ROLE_CODE" AS INTEGER)) AS total_measure
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_1"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_9faea693e8280e99.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_9faea693e8280e99.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6183249f3a8708e7679d6fa21cc573640796783b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_9faea693e8280e99.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_9faea693e8280e99
+-- problem_id: v2p_c9_017db7047f1bfcf5
+-- realization_mode: agent
+-- source_kind: agent
+WITH "buckets" AS (
+    SELECT
+        "MGR_ID",
+        NTILE(10) OVER (ORDER BY CAST("MGR_ID" AS INTEGER) DESC) AS "tail_bucket"
+    FROM "c9"
+    WHERE "MGR_ID" IS NOT NULL
+)
+SELECT "MGR_ID"
+FROM "buckets"
+WHERE "tail_bucket" = 1
+ORDER BY CAST("MGR_ID" AS INTEGER) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_a04b8992cc6e56e1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_a04b8992cc6e56e1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ab36ee2c80c72aadd7ca4ff489d2b739803387fc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_a04b8992cc6e56e1.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_a04b8992cc6e56e1
+-- problem_id: v2p_c9_f89a3cdda481d468
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT "RESOURCE",
+           NTILE(10) OVER (ORDER BY CAST("RESOURCE" AS REAL) DESC) AS tail_bucket
+    FROM "c9"
+    WHERE "RESOURCE" IS NOT NULL
+)
+SELECT "RESOURCE"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY CAST("RESOURCE" AS REAL) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_a1c1c9b55a33ec18.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_a1c1c9b55a33ec18.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0a6373187528c7bac9e87c30b82d9b049bab8cff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_a1c1c9b55a33ec18.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_c9_a1c1c9b55a33ec18
+-- problem_id: v2p_c9_c3a397977dbd2694
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_2", "ROLE_CODE", COUNT(*) AS row_count
+FROM "c9"
+WHERE CAST("ROLE_TITLE" AS REAL) >= 120006.0
+GROUP BY "ROLE_ROLLUP_2", "ROLE_CODE"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_a3c851345c53c369.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_a3c851345c53c369.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3f90b1b948f06ae448bf46496618d359770246dd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_a3c851345c53c369.sql
@@ -0,0 +1,64 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_a3c851345c53c369
+-- problem_id: v2p_c9_701fbda472fb2be5
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "ROLE_ROLLUP_1" AS "group_col",
+    CAST("ROLE_ROLLUP_2" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "ROLE_ROLLUP_1"
+      ORDER BY CAST("ROLE_ROLLUP_2" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "ROLE_ROLLUP_1"
+    ) AS "cnt"
+  FROM "c9"
+  WHERE "ROLE_ROLLUP_1" IS NOT NULL
+    AND "ROLE_ROLLUP_2" IS NOT NULL
+),
+"group_stats" AS (
+  SELECT
+    "group_col",
+    MAX("cnt") AS "cnt",
+    1.0 + 0.9 * (MAX("cnt") - 1) AS "pos"
+  FROM "ranked"
+  GROUP BY "group_col"
+),
+"bounds" AS (
+  SELECT
+    s."group_col",
+    s."cnt",
+    s."pos",
+    MAX(CASE WHEN r."rn" = CAST(s."pos" AS INTEGER) THEN r."measure_value" END) AS "lower_value",
+    MAX(
+      CASE
+        WHEN r."rn" = CASE
+          WHEN s."pos" = CAST(s."pos" AS INTEGER) THEN CAST(s."pos" AS INTEGER)
+          ELSE CAST(s."pos" AS INTEGER) + 1
+        END THEN r."measure_value"
+      END
+    ) AS "upper_value"
+  FROM "group_stats" AS s
+  JOIN "ranked" AS r
+    ON r."group_col" = s."group_col"
+  GROUP BY s."group_col", s."cnt", s."pos"
+)
+SELECT
+  "group_col" AS "ROLE_ROLLUP_1",
+  CASE
+    WHEN "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"
+WHERE "cnt" >= 5
+ORDER BY "percentile_measure" DESC, "ROLE_ROLLUP_1";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_a42481e06a2f9723.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_a42481e06a2f9723.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e7b6fd05dd490554e91f93c0a364f5dcb6433112
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_a42481e06a2f9723.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_c9_a42481e06a2f9723
+-- problem_id: v2p_c9_1e04855d4fda55e3
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "ROLE_ROLLUP_1" AS value_label, COUNT(*) AS support
+    FROM "c9"
+    GROUP BY "ROLE_ROLLUP_1"
+), 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_c/c9/sql/v2q_c9_a57561dfb44d2dc0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_a57561dfb44d2dc0.sql
new file mode 100644
index 0000000000000000000000000000000000000000..516779f27606d4eafcdcc8c11b090b6a9f7959f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_a57561dfb44d2dc0.sql
@@ -0,0 +1,31 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_a57561dfb44d2dc0
+-- problem_id: v2p_c9_cc4896d8e1787964
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT
+    "ACTION",
+    SUM(CAST("ROLE_FAMILY_DESC" AS REAL)) AS "group_value"
+  FROM "c9"
+  GROUP BY "ACTION"
+),
+"total" AS (
+  SELECT SUM("group_value") AS "total_value"
+  FROM "grouped"
+)
+SELECT
+  g."ACTION",
+  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_c/c9/sql/v2q_c9_a8628527819a2271.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_a8628527819a2271.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0c6cbe984fdfd8837aa5e6d522dadaac78ec7195
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_a8628527819a2271.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_a8628527819a2271
+-- problem_id: v2p_c9_339e5b2c79c12124
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ROLE_CODE", SUM(CAST("ROLE_TITLE" AS REAL)) AS group_value
+    FROM "c9"
+    GROUP BY "ROLE_CODE"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."ROLE_CODE", 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_c/c9/sql/v2q_c9_aa2b6d49b1c3cd7f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_aa2b6d49b1c3cd7f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f35492e368b80710afbaa48029ced7955c32a410
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_aa2b6d49b1c3cd7f.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_aa2b6d49b1c3cd7f
+-- problem_id: v2p_c9_36e9d6c48e7e7cd3
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ACTION",
+  "ROLE_DEPTNAME",
+  SUM(CAST("ROLE_FAMILY_DESC" AS REAL)) AS "total_measure",
+  SUM(CAST("ROLE_FAMILY_DESC" AS REAL)) * 100.0 / SUM(SUM(CAST("ROLE_FAMILY_DESC" AS REAL))) OVER (PARTITION BY "ACTION") AS "share_within_group"
+FROM "c9"
+GROUP BY "ACTION", "ROLE_DEPTNAME"
+ORDER BY "share_within_group" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_aaee9397c3ce33aa.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_aaee9397c3ce33aa.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e5ed596e510729e8d6f7cbbb9545fdc70073a6f4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_aaee9397c3ce33aa.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_aaee9397c3ce33aa
+-- problem_id: v2p_c9_090e9fa5925e8ccb
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_TITLE", "ROLE_CODE",
+       SUM(CAST("ROLE_ROLLUP_1" AS REAL)) AS total_measure,
+       SUM(CAST("ROLE_ROLLUP_1" AS REAL)) * 100.0 / SUM(SUM(CAST("ROLE_ROLLUP_1" AS REAL))) OVER (PARTITION BY "ROLE_TITLE") AS share_within_group
+FROM "c9"
+GROUP BY "ROLE_TITLE", "ROLE_CODE"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_af28a8c0c1a92bcf.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_af28a8c0c1a92bcf.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9d314fd35d4cdcb9db2b032c5928d799ad4955e2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_af28a8c0c1a92bcf.sql
@@ -0,0 +1,29 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_af28a8c0c1a92bcf
+-- problem_id: v2p_c9_3cce98543c049a35
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT
+    "ROLE_TITLE",
+    "ROLE_CODE",
+    SUM(CAST("ROLE_ROLLUP_1" AS REAL)) AS "total_measure"
+  FROM "c9"
+  GROUP BY "ROLE_TITLE", "ROLE_CODE"
+)
+SELECT
+  "ROLE_TITLE",
+  "ROLE_CODE",
+  "total_measure",
+  "total_measure" * 100.0 / SUM("total_measure") OVER (PARTITION BY "ROLE_TITLE") AS "share_within_group"
+FROM "grouped"
+ORDER BY "share_within_group" DESC
+LIMIT 14;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_b14078f34f130dd0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_b14078f34f130dd0.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a06f8b6d85ef62088a9509026171835f90291c90
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_b14078f34f130dd0.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_b14078f34f130dd0
+-- problem_id: v2p_c9_fbba4f35ca0d60f8
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "ROLE_FAMILY",
+    COUNT(*) AS support,
+    AVG("ROLE_ROLLUP_1") AS avg_response
+FROM "c9"
+GROUP BY "ROLE_FAMILY"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_b2fa29c8c43f3b90.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_b2fa29c8c43f3b90.sql
new file mode 100644
index 0000000000000000000000000000000000000000..951cd4e02de65fccfa8ca05acd5bc59d5808dee9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_b2fa29c8c43f3b90.sql
@@ -0,0 +1,35 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_b2fa29c8c43f3b90
+-- problem_id: v2p_c9_a8c76c33fe54edd6
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT
+    "ROLE_ROLLUP_2",
+    SUM(CAST("RESOURCE" AS REAL)) AS "group_value"
+  FROM "c9"
+  WHERE "ROLE_ROLLUP_2" IS NOT NULL
+    AND "ROLE_ROLLUP_2" <> ''
+    AND "RESOURCE" IS NOT NULL
+    AND "RESOURCE" <> ''
+  GROUP BY "ROLE_ROLLUP_2"
+),
+"total" AS (
+  SELECT SUM("group_value") AS "total_value"
+  FROM "grouped"
+)
+SELECT
+  g."ROLE_ROLLUP_2",
+  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_c/c9/sql/v2q_c9_b792394f12160e70.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_b792394f12160e70.sql
new file mode 100644
index 0000000000000000000000000000000000000000..51515cc3111272cb7812a175e8205d27bb7d3761
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_b792394f12160e70.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_b792394f12160e70
+-- problem_id: v2p_c9_3ac50f814a610f84
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ROLE_ROLLUP_2",
+  "RESOURCE",
+  SUM(CAST("ROLE_ROLLUP_1" AS REAL)) AS total_measure,
+  SUM(CAST("ROLE_ROLLUP_1" AS REAL)) * 100.0 / SUM(SUM(CAST("ROLE_ROLLUP_1" AS REAL))) OVER (PARTITION BY "ROLE_ROLLUP_2") AS share_within_group
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_2", "RESOURCE"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_b9e4b56571ca10db.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_b9e4b56571ca10db.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e914a5e1100846fb01a104880a7af8792b32145f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_b9e4b56571ca10db.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_c9_b9e4b56571ca10db
+-- problem_id: v2p_c9_b6f77a31d9010130
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_1", "ROLE_ROLLUP_2", COUNT(*) AS row_count
+FROM "c9"
+WHERE "ACTION" = '1'
+GROUP BY "ROLE_ROLLUP_1", "ROLE_ROLLUP_2"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_bdfbda15539f0492.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_bdfbda15539f0492.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f6872eb92d37676f50c682a807abd26287af4e4a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_bdfbda15539f0492.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_bdfbda15539f0492
+-- problem_id: v2p_c9_203b7ff4cdfd28d2
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ROLE_TITLE",
+           SUM(CASE WHEN "ROLE_FAMILY" = '290919' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "ROLE_FAMILY" = '118424' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c9"
+    GROUP BY "ROLE_TITLE"
+)
+SELECT "ROLE_TITLE",
+       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_c/c9/sql/v2q_c9_bf19f61baa308286.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_bf19f61baa308286.sql
new file mode 100644
index 0000000000000000000000000000000000000000..321b31a7ff3b5ba934ed6d7e3ae26bce09e1e242
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_bf19f61baa308286.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_bf19f61baa308286
+-- problem_id: v2p_c9_cb88093a1bbe60dd
+-- realization_mode: agent
+-- source_kind: agent
+WITH "buckets" AS (
+    SELECT
+        "ROLE_CODE",
+        NTILE(10) OVER (ORDER BY CAST("ROLE_CODE" AS INTEGER) DESC) AS "tail_bucket"
+    FROM "c9"
+    WHERE "ROLE_CODE" IS NOT NULL
+)
+SELECT "ROLE_CODE"
+FROM "buckets"
+WHERE "tail_bucket" = 1
+ORDER BY CAST("ROLE_CODE" AS INTEGER) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c11457ebb8eb62cb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c11457ebb8eb62cb.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e84ce541b506fe2ecc96bb8db3a8cae210021120
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c11457ebb8eb62cb.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_c11457ebb8eb62cb
+-- problem_id: v2p_c9_c549d25c96aa8cdf
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ACTION", SUM(CAST("RESOURCE" AS NUMERIC)) AS total_measure
+FROM "c9"
+GROUP BY "ACTION"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c145323b9b2ef512.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c145323b9b2ef512.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9f2fef316fd333eec52089e3115da7a8336fff82
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c145323b9b2ef512.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_c145323b9b2ef512
+-- problem_id: v2p_c9_15a2050590a3c2df
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ROLE_ROLLUP_2",
+  "RESOURCE",
+  SUM(CAST("ROLE_ROLLUP_1" AS REAL)) AS total_measure,
+  SUM(CAST("ROLE_ROLLUP_1" AS REAL)) * 100.0 /
+    SUM(SUM(CAST("ROLE_ROLLUP_1" AS REAL))) OVER (PARTITION BY "ROLE_ROLLUP_2") AS share_within_group
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_2", "RESOURCE"
+ORDER BY share_within_group DESC
+LIMIT 11;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c2d4d8a3275189f4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c2d4d8a3275189f4.sql
new file mode 100644
index 0000000000000000000000000000000000000000..27f65a1e32d5e3a3a82ff27800ec073e1ace6d3d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c2d4d8a3275189f4.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_c2d4d8a3275189f4
+-- problem_id: v2p_c9_4e133a53653bfbd7
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+    SELECT "ROLE_ROLLUP_2", SUM(CAST("ROLE_ROLLUP_1" AS REAL)) AS "group_value"
+    FROM "c9"
+    GROUP BY "ROLE_ROLLUP_2"
+), "total" AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM "grouped"
+)
+SELECT g."ROLE_ROLLUP_2", 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_c/c9/sql/v2q_c9_c60fbb02bddf7e12.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c60fbb02bddf7e12.sql
new file mode 100644
index 0000000000000000000000000000000000000000..eb07f30ffbb53b477e62a15fd762a0a9eb3e3e4a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c60fbb02bddf7e12.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_c60fbb02bddf7e12
+-- problem_id: v2p_c9_000f7014b864384b
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT CAST("ROLE_FAMILY_DESC" AS NUMERIC) AS "ROLE_FAMILY_DESC",
+           NTILE(10) OVER (ORDER BY CAST("ROLE_FAMILY_DESC" AS NUMERIC) DESC) AS "tail_bucket"
+    FROM "c9"
+)
+SELECT "ROLE_FAMILY_DESC"
+FROM buckets
+WHERE "tail_bucket" = 1
+ORDER BY "ROLE_FAMILY_DESC" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c613a1b10004af64.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c613a1b10004af64.sql
new file mode 100644
index 0000000000000000000000000000000000000000..bc2df9dd6a2fe0327e3c4d36c6ce045018629b38
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c613a1b10004af64.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_c613a1b10004af64
+-- problem_id: v2p_c9_c43d384fff27815d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_2",
+       AVG(CASE WHEN "ROLE_FAMILY" = '118424' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_2"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c6d773c3a0a61e07.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c6d773c3a0a61e07.sql
new file mode 100644
index 0000000000000000000000000000000000000000..023fe8a2b22d496eee029db68946e6bec80d7cbb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c6d773c3a0a61e07.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_c6d773c3a0a61e07
+-- problem_id: v2p_c9_5f462399dfc50aae
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ROLE_DEPTNAME",
+  "ROLE_FAMILY",
+  SUM(CAST("MGR_ID" AS REAL)) AS total_measure,
+  SUM(CAST("MGR_ID" AS REAL)) * 100.0 / SUM(SUM(CAST("MGR_ID" AS REAL))) OVER (PARTITION BY "ROLE_DEPTNAME") AS share_within_group
+FROM "c9"
+GROUP BY "ROLE_DEPTNAME", "ROLE_FAMILY"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c8e21ab00a615a98.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c8e21ab00a615a98.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b9d72adf2ce41b77a47796407196a1510d2baea6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c8e21ab00a615a98.sql
@@ -0,0 +1,53 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_c8e21ab00a615a98
+-- problem_id: v2p_c9_7832b86756ec4735
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "ACTION",
+    CAST("ROLE_ROLLUP_1" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "ACTION"
+      ORDER BY CAST("ROLE_ROLLUP_1" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "ACTION") AS "cnt"
+  FROM "c9"
+  WHERE "ACTION" IS NOT NULL
+    AND "ROLE_ROLLUP_1" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "ACTION",
+    "cnt",
+    (1.0 + (0.95 * ("cnt" - 1))) AS "pos",
+    CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN (1.0 + (0.95 * ("cnt" - 1))) = CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER)
+        THEN CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER)
+      ELSE CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) + 1
+    END AS "upper_rn"
+  FROM "ordered"
+)
+SELECT
+  p."ACTION",
+  CASE
+    WHEN p."lower_rn" = p."upper_rn" THEN lo."measure_value"
+    ELSE lo."measure_value" + ((p."pos" - p."lower_rn") * (hi."measure_value" - lo."measure_value"))
+  END AS "percentile_measure"
+FROM "positions" AS p
+JOIN "ordered" AS lo
+  ON lo."ACTION" = p."ACTION"
+ AND lo."rn" = p."lower_rn"
+JOIN "ordered" AS hi
+  ON hi."ACTION" = p."ACTION"
+ AND hi."rn" = p."upper_rn"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c8ea022fdef986a9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c8ea022fdef986a9.sql
new file mode 100644
index 0000000000000000000000000000000000000000..13237cd2871d303a1e9d6252d7b915f61d0cabac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_c8ea022fdef986a9.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_c8ea022fdef986a9
+-- problem_id: v2p_c9_9faff0fc9d82e4c7
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "ROLE_ROLLUP_2",
+    COUNT(*) AS support,
+    AVG("MGR_ID") AS avg_response
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_2"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_cb8d369289c6cf40.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_cb8d369289c6cf40.sql
new file mode 100644
index 0000000000000000000000000000000000000000..36c2eeefeff30c79845ddc36e3420c2aeef7580a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_cb8d369289c6cf40.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_cb8d369289c6cf40
+-- problem_id: v2p_c9_9844d6e7b1b543bd
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ACTION",
+           SUM(CASE WHEN "ROLE_FAMILY" = '290919' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "ROLE_FAMILY" = '118424' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c9"
+    GROUP BY "ACTION"
+)
+SELECT "ACTION",
+       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_c/c9/sql/v2q_c9_cbc50bc55f7547e4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_cbc50bc55f7547e4.sql
new file mode 100644
index 0000000000000000000000000000000000000000..cd5bb51689f381dfb89ef77fdcefe9ee9715e84f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_cbc50bc55f7547e4.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_cbc50bc55f7547e4
+-- problem_id: v2p_c9_b9733965387db35c
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ROLE_TITLE", SUM(CAST("ROLE_DEPTNAME" AS REAL)) AS group_value
+    FROM "c9"
+    GROUP BY "ROLE_TITLE"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."ROLE_TITLE", 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_c/c9/sql/v2q_c9_ccf976439e6a2ebf.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_ccf976439e6a2ebf.sql
new file mode 100644
index 0000000000000000000000000000000000000000..757d0f14a12e357e2936d515cffb66a2b19a5387
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_ccf976439e6a2ebf.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_ccf976439e6a2ebf
+-- problem_id: v2p_c9_8ca01f7bc10b2751
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("ROLE_DEPTNAME" AS REAL) <= 120535.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "c9";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_ce0b205d5a89402e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_ce0b205d5a89402e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..25085a94a009ec6dd5507c6d52b2bf39b45b54b1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_ce0b205d5a89402e.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_ce0b205d5a89402e
+-- problem_id: v2p_c9_9bcb56d6f173d3f1
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ROLE_DEPTNAME", SUM(CAST("ROLE_ROLLUP_2" AS REAL)) AS group_value
+    FROM "c9"
+    GROUP BY "ROLE_DEPTNAME"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."ROLE_DEPTNAME", 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_c/c9/sql/v2q_c9_d012e2563d070392.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_d012e2563d070392.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fecadf9f736172963a7d50e44f9480944eb27b14
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_d012e2563d070392.sql
@@ -0,0 +1,65 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_d012e2563d070392
+-- problem_id: v2p_c9_c7a80a029c218f48
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "ROLE_ROLLUP_2",
+    CAST("ROLE_FAMILY_DESC" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "ROLE_ROLLUP_2"
+      ORDER BY CAST("ROLE_FAMILY_DESC" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "ROLE_ROLLUP_2"
+    ) AS "cnt"
+  FROM "c9"
+  WHERE "ROLE_ROLLUP_2" IS NOT NULL
+    AND "ROLE_FAMILY_DESC" IS NOT NULL
+),
+"percentile_positions" AS (
+  SELECT
+    "ROLE_ROLLUP_2",
+    "measure_value",
+    "rn",
+    "cnt",
+    (("cnt" - 1) * 0.9) + 1.0 AS "pos",
+    CAST((("cnt" - 1) * 0.9) + 1.0 AS INTEGER) AS "lo_rn",
+    CASE
+      WHEN ((("cnt" - 1) * 0.9) + 1.0) = CAST((("cnt" - 1) * 0.9) + 1.0 AS INTEGER)
+        THEN CAST((("cnt" - 1) * 0.9) + 1.0 AS INTEGER)
+      ELSE CAST((("cnt" - 1) * 0.9) + 1.0 AS INTEGER) + 1
+    END AS "hi_rn"
+  FROM "ranked"
+),
+"aggregated" AS (
+  SELECT
+    "ROLE_ROLLUP_2",
+    MAX(CASE WHEN "rn" = "lo_rn" THEN "measure_value" END) AS "lo_measure",
+    MAX(CASE WHEN "rn" = "hi_rn" THEN "measure_value" END) AS "hi_measure",
+    MAX("pos") AS "pos",
+    MAX("lo_rn") AS "lo_rn",
+    MAX("hi_rn") AS "hi_rn",
+    MAX("cnt") AS "group_size"
+  FROM "percentile_positions"
+  GROUP BY "ROLE_ROLLUP_2"
+)
+SELECT
+  "ROLE_ROLLUP_2",
+  CASE
+    WHEN "lo_rn" = "hi_rn" THEN "lo_measure"
+    ELSE "lo_measure" + ("pos" - "lo_rn") * ("hi_measure" - "lo_measure")
+  END AS "percentile_measure"
+FROM "aggregated"
+WHERE "group_size" >= 5
+ORDER BY "percentile_measure" DESC, "ROLE_ROLLUP_2"
+LIMIT 16;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_d3fe7464d55d7732.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_d3fe7464d55d7732.sql
new file mode 100644
index 0000000000000000000000000000000000000000..62730abbd974aa8c4e6f9566dd18aa023f4e6379
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_d3fe7464d55d7732.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_d3fe7464d55d7732
+-- problem_id: v2p_c9_2f02a1df2d70f46f
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "ACTION" AS value_label, COUNT(*) AS support
+    FROM "c9"
+    GROUP BY "ACTION"
+), 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_c/c9/sql/v2q_c9_d55501766dc0c519.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_d55501766dc0c519.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5c1068b1ae19434b7967b5e73f329e60bb75eb2f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_d55501766dc0c519.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_d55501766dc0c519
+-- problem_id: v2p_c9_985a3262d7ee570c
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("MGR_ID" AS REAL) <= 42034.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "c9";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_d61551f915236b5a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_d61551f915236b5a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..795e4b6f2cfb5b95c7de7dad847f8624a3a7aaf5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_d61551f915236b5a.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_c9_d61551f915236b5a
+-- problem_id: v2p_c9_67bd39824e103cb6
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ACTION", "ROLE_CODE", COUNT(*) AS "row_count"
+FROM "c9"
+WHERE CAST("ROLE_CODE" AS REAL) >= 119348.0
+GROUP BY "ACTION", "ROLE_CODE"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_dbc440328a2655bb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_dbc440328a2655bb.sql
new file mode 100644
index 0000000000000000000000000000000000000000..57a5f1cbabf74a48b04b964b107c45ca01f4f9f8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_dbc440328a2655bb.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_dbc440328a2655bb
+-- problem_id: v2p_c9_ef1759a96c7987f4
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT "ROLE_TITLE",
+           NTILE(10) OVER (ORDER BY CAST("ROLE_TITLE" AS INTEGER) DESC) AS tail_bucket
+    FROM "c9"
+)
+SELECT "ROLE_TITLE"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY CAST("ROLE_TITLE" AS INTEGER) DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_dea50bf981fde201.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_dea50bf981fde201.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ec895282fb916b46def20d1b74333e65b85b3ee3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_dea50bf981fde201.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_dea50bf981fde201
+-- problem_id: v2p_c9_48a6bd965814e5e5
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_TITLE", SUM(CAST("ROLE_DEPTNAME" AS NUMERIC)) AS total_measure
+FROM "c9"
+GROUP BY "ROLE_TITLE"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_df01ffa225dc1cbc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_df01ffa225dc1cbc.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f04e26d4572e3db53abea3e2892920fecbca30d5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_df01ffa225dc1cbc.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_df01ffa225dc1cbc
+-- problem_id: v2p_c9_71a3251786c219e6
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ACTION", COUNT(*) AS row_count
+FROM "c9"
+GROUP BY "ACTION"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_e01ff74db4afdf19.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_e01ff74db4afdf19.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2ae02f40ad5f914ac36a92ce32eda7d648249722
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_e01ff74db4afdf19.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_e01ff74db4afdf19
+-- problem_id: v2p_c9_acf4bde37b59638a
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_1", SUM(CAST("MGR_ID" AS INTEGER)) AS total_measure
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_1"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_e2f4509d7870ace9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_e2f4509d7870ace9.sql
new file mode 100644
index 0000000000000000000000000000000000000000..999c004f96104eeddca0c7ed3d123d8c56d76c4c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_e2f4509d7870ace9.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_e2f4509d7870ace9
+-- problem_id: v2p_c9_4db17a81059c9f8d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ACTION",
+  AVG(CASE WHEN "ROLE_FAMILY" = '118424' THEN 1.0 ELSE 0.0 END) AS "condition_rate"
+FROM "c9"
+GROUP BY "ACTION"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_e529cc66c515dd2e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_e529cc66c515dd2e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9af5c028f492f321ba585f119c3dbe3f30783613
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_e529cc66c515dd2e.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_e529cc66c515dd2e
+-- problem_id: v2p_c9_3999a5054b115307
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ACTION", COUNT(*) AS row_count
+FROM "c9"
+GROUP BY "ACTION"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_e7d50af28dabc3eb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_e7d50af28dabc3eb.sql
new file mode 100644
index 0000000000000000000000000000000000000000..736683e10cad11edec00d8d5ccf0bfb82d837086
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_e7d50af28dabc3eb.sql
@@ -0,0 +1,31 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_e7d50af28dabc3eb
+-- problem_id: v2p_c9_ebbe80d9c8ecdd43
+-- realization_mode: agent
+-- source_kind: agent
+WITH "group_item_shares" AS (
+  SELECT
+    "ROLE_DEPTNAME" AS "ROLE_DEPTNAME",
+    "MGR_ID" AS "MGR_ID",
+    SUM(CAST("ROLE_ROLLUP_2" AS REAL)) AS "total_measure",
+    SUM(CAST("ROLE_ROLLUP_2" AS REAL)) * 100.0
+      / SUM(SUM(CAST("ROLE_ROLLUP_2" AS REAL))) OVER (PARTITION BY "ROLE_DEPTNAME") AS "share_within_group"
+  FROM "c9"
+  GROUP BY "ROLE_DEPTNAME", "MGR_ID"
+)
+SELECT
+  "ROLE_DEPTNAME",
+  "MGR_ID",
+  "total_measure",
+  "share_within_group"
+FROM "group_item_shares"
+ORDER BY "share_within_group" DESC
+LIMIT 17;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_e968493203a42881.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_e968493203a42881.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3de4d2444e10085d12489c6cfadb1312e50439cc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_e968493203a42881.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_e968493203a42881
+-- problem_id: v2p_c9_0d6ea695716f861f
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ROLE_CODE",
+  SUM(CAST("ROLE_TITLE" AS NUMERIC)) AS total_measure
+FROM "c9"
+GROUP BY "ROLE_CODE"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_ea61e83109e10fc4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_ea61e83109e10fc4.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1672d4879ca0937ec54f7486c069fe7759b5fafc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_ea61e83109e10fc4.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_c9_ea61e83109e10fc4
+-- problem_id: v2p_c9_d5978aa7fa8969e3
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_2", "ROLE_TITLE", COUNT(*) AS "row_count"
+FROM "c9"
+WHERE CAST("ROLE_DEPTNAME" AS REAL) >= 120535.0
+GROUP BY "ROLE_ROLLUP_2", "ROLE_TITLE"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_ee89430e34137537.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_ee89430e34137537.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1ae0a54b17b240e7dd6f3b0daf3b34905310744f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_ee89430e34137537.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_ee89430e34137537
+-- problem_id: v2p_c9_581816a488e7f277
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ROLE_DEPTNAME", SUM(CAST("MGR_ID" AS NUMERIC)) AS group_value
+    FROM "c9"
+    GROUP BY "ROLE_DEPTNAME"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."ROLE_DEPTNAME", 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_c/c9/sql/v2q_c9_efe758fecbd6290b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_efe758fecbd6290b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..19dd1ec05782516c654c00ce3d52c955c2d0294d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_efe758fecbd6290b.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_efe758fecbd6290b
+-- problem_id: v2p_c9_85ce2a3e42a1721f
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ROLE_DEPTNAME",
+           SUM(CASE WHEN "ACTION" = '1' THEN 1 ELSE 0 END) AS "numerator_count",
+           SUM(CASE WHEN "ACTION" = '0' THEN 1 ELSE 0 END) AS "denominator_count"
+    FROM "c9"
+    GROUP BY "ROLE_DEPTNAME"
+)
+SELECT "ROLE_DEPTNAME",
+       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_c/c9/sql/v2q_c9_f25d2afbf8674726.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_f25d2afbf8674726.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c0fbbc8accb88daf5782a606762d9fac9246fe60
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_f25d2afbf8674726.sql
@@ -0,0 +1,32 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_f25d2afbf8674726
+-- problem_id: v2p_c9_61232877ae7941fa
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT
+        "ROLE_ROLLUP_1" AS "ROLE_ROLLUP_1",
+        SUM(CAST("MGR_ID" AS INTEGER)) AS "group_value"
+    FROM "c9"
+    WHERE "ROLE_ROLLUP_1" IS NOT NULL
+      AND TRIM("ROLE_ROLLUP_1") <> ''
+      AND "MGR_ID" IS NOT NULL
+      AND TRIM("MGR_ID") <> ''
+    GROUP BY "ROLE_ROLLUP_1"
+), total AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM grouped
+)
+SELECT g."ROLE_ROLLUP_1", 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_c/c9/sql/v2q_c9_f26ad57cf598f533.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_f26ad57cf598f533.sql
new file mode 100644
index 0000000000000000000000000000000000000000..02e39ba31096f24fd278eb56ff8f830237da56cf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_f26ad57cf598f533.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_f26ad57cf598f533
+-- problem_id: v2p_c9_7becc9ad9abe3429
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_TITLE", SUM(CAST("ROLE_DEPTNAME" AS NUMERIC)) AS total_measure
+FROM "c9"
+GROUP BY "ROLE_TITLE"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_f38b4cba9cf00c39.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_f38b4cba9cf00c39.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5b61a8ece00415dc0b255b4ea946f6edaa4e55b0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_f38b4cba9cf00c39.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_f38b4cba9cf00c39
+-- problem_id: v2p_c9_8cf2876074dcb01f
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "RESOURCE",
+    COUNT(*) AS support,
+    AVG("ROLE_ROLLUP_2") AS avg_response
+FROM "c9"
+GROUP BY "RESOURCE"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_f7cf647c84accfb0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_f7cf647c84accfb0.sql
new file mode 100644
index 0000000000000000000000000000000000000000..33a094f34253753895f707caab393ca731ea9b9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_f7cf647c84accfb0.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_f7cf647c84accfb0
+-- problem_id: v2p_c9_65d14ceb98e58305
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "ROLE_ROLLUP_2", COUNT(*) AS "row_count"
+FROM "c9"
+GROUP BY "ROLE_ROLLUP_2"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_fa43aad02b01c644.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_fa43aad02b01c644.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f77e50a6324aab3bf316c0fc4d7c76fb8d7556bc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_fa43aad02b01c644.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_fa43aad02b01c644
+-- problem_id: v2p_c9_df28d29276077335
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ROLE_CODE", SUM(CAST("ROLE_TITLE" AS REAL)) AS group_value
+    FROM "c9"
+    GROUP BY "ROLE_CODE"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."ROLE_CODE", 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_c/c9/sql/v2q_c9_fd0a051347c5e33e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_fd0a051347c5e33e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c1c77cc68d87a588f8b10ebfed435dd7a518e3aa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_fd0a051347c5e33e.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_fd0a051347c5e33e
+-- problem_id: v2p_c9_985354919cd0b846
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "ROLE_TITLE",
+  "ROLE_ROLLUP_1",
+  SUM(CAST("ROLE_DEPTNAME" AS REAL)) AS "total_measure",
+  SUM(CAST("ROLE_DEPTNAME" AS REAL)) * 100.0
+    / SUM(SUM(CAST("ROLE_DEPTNAME" AS REAL))) OVER (PARTITION BY "ROLE_TITLE") AS "share_within_group"
+FROM "c9"
+WHERE "ROLE_TITLE" IS NOT NULL
+  AND "ROLE_ROLLUP_1" IS NOT NULL
+  AND "ROLE_DEPTNAME" IS NOT NULL
+GROUP BY "ROLE_TITLE", "ROLE_ROLLUP_1"
+ORDER BY "share_within_group" DESC
+LIMIT 13;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_fe48896c01089657.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_fe48896c01089657.sql
new file mode 100644
index 0000000000000000000000000000000000000000..93c3a531f02c7b178b0bb1af9c4d50eaf70be28f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_fe48896c01089657.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_fe48896c01089657
+-- problem_id: v2p_c9_c1f7d874bd2a2dca
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "ROLE_TITLE" AS value_label, COUNT(*) AS support
+    FROM "c9"
+    GROUP BY "ROLE_TITLE"
+), 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_c/c9/sql/v2q_c9_feb4ab76a07280d3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_feb4ab76a07280d3.sql
new file mode 100644
index 0000000000000000000000000000000000000000..00741298511213e14e350d3037b2122ddc008409
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_feb4ab76a07280d3.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_feb4ab76a07280d3
+-- problem_id: v2p_c9_aad578ed21b369a4
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "ROLE_TITLE",
+    COUNT(*) AS "support"
+FROM "c9"
+GROUP BY "ROLE_TITLE"
+ORDER BY "support" ASC, "ROLE_TITLE"
+LIMIT 19;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_ff18fa9fe0d4e8b6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_ff18fa9fe0d4e8b6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..31b6d586fc559451efb55fdfee8a589efe89e65a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_c/c9/sql/v2q_c9_ff18fa9fe0d4e8b6.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_c
+-- sql_source_dataset_id: c9
+-- 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_c9_ff18fa9fe0d4e8b6
+-- problem_id: v2p_c9_0e738fadc1f26819
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "ROLE_ROLLUP_2",
+           SUM(CASE WHEN "ROLE_FAMILY" = '290919' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "ROLE_FAMILY" = '118424' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c9"
+    GROUP BY "ROLE_ROLLUP_2"
+)
+SELECT "ROLE_ROLLUP_2",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;