Add files using upload-large-folder tool

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00914051956d6447/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:15:33.662471+00:00",
+  "ended_at": "2026-05-19T16:15:36.445233+00:00",
+  "elapsed_ms": 2782.74,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21129,
+    "bytes_utf8": 21129,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00914051956d6447/cli/sql_attempt_2.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:15:37.447308+00:00",
+  "ended_at": "2026-05-19T16:15:41.242494+00:00",
+  "elapsed_ms": 3795.15,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21129,
+    "bytes_utf8": 21129,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00914051956d6447/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,538 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: m5
+- dataset_name: Predict Students Dropout And Academic Success
+- table_name: m5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`.
+- task_type: classification
+- target_column: Target
+- main_row_count: 4424
+- important_fields:
+- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status.
+- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode.
+- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order.
+- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course.
+- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance.
+- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification.
+- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade).
+- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality.
+- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification.
+- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification.
+- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation.
+- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation.
+- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade.
+- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced.
+- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs.
+- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor.
+- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date.
+- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender.
+- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder.
+- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment.
+- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International.
+- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited).
+- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled).
+- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations).
+- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved).
+- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade).
+- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations).
+- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited).
+- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled).
+- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations).
+- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved).
+- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade).
+- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations).
+- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate.
+- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate.
+- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP.
+- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target.
+- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']]
+- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)']
+- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success
+
+SQLite schema snapshot:
+{
+  "table_name": "m5",
+  "quoted_table_name": "\"m5\"",
+  "row_count": 4424,
+  "columns": [
+    {
+      "name": "Marital status",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application mode",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application order",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Course",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Daytime/evening attendance",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Nacionality",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Admission grade",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Displaced",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Educational special needs",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Debtor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Tuition fees up to date",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Gender",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Scholarship holder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Age at enrollment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "International",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Unemployment rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Inflation rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "GDP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "5",
+      "Course": "171",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "19",
+      "Father's qualification": "12",
+      "Mother's occupation": "5",
+      "Father's occupation": "9",
+      "Admission grade": "127.3",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "0",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "0",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "15",
+      "Application order": "1",
+      "Course": "9254",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "160.0",
+      "Nacionality": "1",
+      "Mother's qualification": "1",
+      "Father's qualification": "3",
+      "Mother's occupation": "3",
+      "Father's occupation": "3",
+      "Admission grade": "142.5",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "6",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "14.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.666666666666666",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "1",
+      "Application order": "5",
+      "Course": "9070",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "37",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "124.8",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "2",
+      "Course": "9773",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "38",
+      "Father's qualification": "37",
+      "Mother's occupation": "5",
+      "Father's occupation": "3",
+      "Admission grade": "119.6",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "8",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "13.428571428571429",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "10",
+      "Curricular units 2nd sem (approved)": "5",
+      "Curricular units 2nd sem (grade)": "12.4",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "9.4",
+      "Inflation rate": "-0.8",
+      "GDP": "-3.12",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "2",
+      "Application mode": "39",
+      "Application order": "1",
+      "Course": "8014",
+      "Daytime/evening attendance": "0",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "100.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "38",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "141.5",
+      "Displaced": "0",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "45",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "9",
+      "Curricular units 1st sem (approved)": "5",
+      "Curricular units 1st sem (grade)": "12.333333333333334",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m5",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Admission grade.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "Admission grade",
+    "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": 134.8,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00914051956d6447/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,538 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: m5
+- dataset_name: Predict Students Dropout And Academic Success
+- table_name: m5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`.
+- task_type: classification
+- target_column: Target
+- main_row_count: 4424
+- important_fields:
+- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status.
+- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode.
+- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order.
+- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course.
+- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance.
+- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification.
+- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade).
+- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality.
+- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification.
+- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification.
+- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation.
+- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation.
+- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade.
+- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced.
+- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs.
+- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor.
+- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date.
+- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender.
+- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder.
+- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment.
+- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International.
+- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited).
+- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled).
+- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations).
+- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved).
+- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade).
+- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations).
+- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited).
+- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled).
+- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations).
+- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved).
+- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade).
+- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations).
+- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate.
+- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate.
+- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP.
+- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target.
+- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']]
+- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)']
+- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success
+
+SQLite schema snapshot:
+{
+  "table_name": "m5",
+  "quoted_table_name": "\"m5\"",
+  "row_count": 4424,
+  "columns": [
+    {
+      "name": "Marital status",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application mode",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application order",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Course",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Daytime/evening attendance",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Nacionality",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Admission grade",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Displaced",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Educational special needs",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Debtor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Tuition fees up to date",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Gender",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Scholarship holder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Age at enrollment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "International",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Unemployment rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Inflation rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "GDP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "5",
+      "Course": "171",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "19",
+      "Father's qualification": "12",
+      "Mother's occupation": "5",
+      "Father's occupation": "9",
+      "Admission grade": "127.3",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "0",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "0",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "15",
+      "Application order": "1",
+      "Course": "9254",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "160.0",
+      "Nacionality": "1",
+      "Mother's qualification": "1",
+      "Father's qualification": "3",
+      "Mother's occupation": "3",
+      "Father's occupation": "3",
+      "Admission grade": "142.5",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "6",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "14.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.666666666666666",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "1",
+      "Application order": "5",
+      "Course": "9070",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "37",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "124.8",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "2",
+      "Course": "9773",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "38",
+      "Father's qualification": "37",
+      "Mother's occupation": "5",
+      "Father's occupation": "3",
+      "Admission grade": "119.6",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "8",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "13.428571428571429",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "10",
+      "Curricular units 2nd sem (approved)": "5",
+      "Curricular units 2nd sem (grade)": "12.4",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "9.4",
+      "Inflation rate": "-0.8",
+      "GDP": "-3.12",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "2",
+      "Application mode": "39",
+      "Application order": "1",
+      "Course": "8014",
+      "Daytime/evening attendance": "0",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "100.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "38",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "141.5",
+      "Displaced": "0",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "45",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "9",
+      "Curricular units 1st sem (approved)": "5",
+      "Curricular units 1st sem (grade)": "12.333333333333334",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m5",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Admission grade.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "Admission grade",
+    "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": 134.8,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00914051956d6447/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-681b-75b1-bee2-e26e737af3f7"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00914051956d6447/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-681b-75b1-bee2-e26e737af3f7"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00914051956d6447/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-76da-76f3-806e-9df43fe67e00"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00914051956d6447/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-76da-76f3-806e-9df43fe67e00"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00f186cf319e5798/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:26:22.344290+00:00",
+  "ended_at": "2026-05-19T16:26:26.001798+00:00",
+  "elapsed_ms": 3657.46,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 20988,
+    "bytes_utf8": 20988,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00f186cf319e5798/cli/sql_attempt_2.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:26:27.007091+00:00",
+  "ended_at": "2026-05-19T16:26:30.273558+00:00",
+  "elapsed_ms": 3266.39,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 20988,
+    "bytes_utf8": 20988,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00f186cf319e5798/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,538 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: m5
+- dataset_name: Predict Students Dropout And Academic Success
+- table_name: m5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`.
+- task_type: classification
+- target_column: Target
+- main_row_count: 4424
+- important_fields:
+- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status.
+- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode.
+- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order.
+- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course.
+- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance.
+- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification.
+- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade).
+- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality.
+- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification.
+- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification.
+- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation.
+- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation.
+- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade.
+- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced.
+- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs.
+- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor.
+- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date.
+- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender.
+- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder.
+- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment.
+- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International.
+- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited).
+- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled).
+- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations).
+- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved).
+- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade).
+- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations).
+- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited).
+- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled).
+- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations).
+- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved).
+- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade).
+- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations).
+- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate.
+- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate.
+- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP.
+- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target.
+- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']]
+- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)']
+- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success
+
+SQLite schema snapshot:
+{
+  "table_name": "m5",
+  "quoted_table_name": "\"m5\"",
+  "row_count": 4424,
+  "columns": [
+    {
+      "name": "Marital status",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application mode",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application order",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Course",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Daytime/evening attendance",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Nacionality",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Admission grade",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Displaced",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Educational special needs",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Debtor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Tuition fees up to date",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Gender",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Scholarship holder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Age at enrollment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "International",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Unemployment rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Inflation rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "GDP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "5",
+      "Course": "171",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "19",
+      "Father's qualification": "12",
+      "Mother's occupation": "5",
+      "Father's occupation": "9",
+      "Admission grade": "127.3",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "0",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "0",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "15",
+      "Application order": "1",
+      "Course": "9254",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "160.0",
+      "Nacionality": "1",
+      "Mother's qualification": "1",
+      "Father's qualification": "3",
+      "Mother's occupation": "3",
+      "Father's occupation": "3",
+      "Admission grade": "142.5",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "6",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "14.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.666666666666666",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "1",
+      "Application order": "5",
+      "Course": "9070",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "37",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "124.8",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "2",
+      "Course": "9773",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "38",
+      "Father's qualification": "37",
+      "Mother's occupation": "5",
+      "Father's occupation": "3",
+      "Admission grade": "119.6",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "8",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "13.428571428571429",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "10",
+      "Curricular units 2nd sem (approved)": "5",
+      "Curricular units 2nd sem (grade)": "12.4",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "9.4",
+      "Inflation rate": "-0.8",
+      "GDP": "-3.12",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "2",
+      "Application mode": "39",
+      "Application order": "1",
+      "Course": "8014",
+      "Daytime/evening attendance": "0",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "100.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "38",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "141.5",
+      "Displaced": "0",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "45",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "9",
+      "Curricular units 1st sem (approved)": "5",
+      "Curricular units 1st sem (grade)": "12.333333333333334",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    }
+  ]
+}
+
+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": "m5",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Curricular units 1st sem (approved).",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "Curricular units 1st sem (approved)",
+    "top_k": 16,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 9.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00f186cf319e5798/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,538 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: m5
+- dataset_name: Predict Students Dropout And Academic Success
+- table_name: m5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`.
+- task_type: classification
+- target_column: Target
+- main_row_count: 4424
+- important_fields:
+- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status.
+- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode.
+- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order.
+- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course.
+- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance.
+- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification.
+- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade).
+- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality.
+- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification.
+- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification.
+- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation.
+- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation.
+- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade.
+- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced.
+- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs.
+- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor.
+- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date.
+- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender.
+- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder.
+- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment.
+- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International.
+- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited).
+- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled).
+- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations).
+- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved).
+- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade).
+- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations).
+- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited).
+- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled).
+- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations).
+- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved).
+- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade).
+- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations).
+- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate.
+- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate.
+- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP.
+- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target.
+- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']]
+- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)']
+- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success
+
+SQLite schema snapshot:
+{
+  "table_name": "m5",
+  "quoted_table_name": "\"m5\"",
+  "row_count": 4424,
+  "columns": [
+    {
+      "name": "Marital status",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application mode",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application order",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Course",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Daytime/evening attendance",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Nacionality",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Admission grade",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Displaced",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Educational special needs",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Debtor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Tuition fees up to date",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Gender",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Scholarship holder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Age at enrollment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "International",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Unemployment rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Inflation rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "GDP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "5",
+      "Course": "171",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "19",
+      "Father's qualification": "12",
+      "Mother's occupation": "5",
+      "Father's occupation": "9",
+      "Admission grade": "127.3",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "0",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "0",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "15",
+      "Application order": "1",
+      "Course": "9254",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "160.0",
+      "Nacionality": "1",
+      "Mother's qualification": "1",
+      "Father's qualification": "3",
+      "Mother's occupation": "3",
+      "Father's occupation": "3",
+      "Admission grade": "142.5",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "6",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "14.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.666666666666666",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "1",
+      "Application order": "5",
+      "Course": "9070",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "37",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "124.8",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "2",
+      "Course": "9773",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "38",
+      "Father's qualification": "37",
+      "Mother's occupation": "5",
+      "Father's occupation": "3",
+      "Admission grade": "119.6",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "8",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "13.428571428571429",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "10",
+      "Curricular units 2nd sem (approved)": "5",
+      "Curricular units 2nd sem (grade)": "12.4",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "9.4",
+      "Inflation rate": "-0.8",
+      "GDP": "-3.12",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "2",
+      "Application mode": "39",
+      "Application order": "1",
+      "Course": "8014",
+      "Daytime/evening attendance": "0",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "100.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "38",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "141.5",
+      "Displaced": "0",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "45",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "9",
+      "Curricular units 1st sem (approved)": "5",
+      "Curricular units 1st sem (grade)": "12.333333333333334",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    }
+  ]
+}
+
+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": "m5",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Curricular units 1st sem (approved).",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "Curricular units 1st sem (approved)",
+    "top_k": 16,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 9.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00f186cf319e5798/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-4e92-7d90-8b3e-3b2db7b28e81"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00f186cf319e5798/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-4e92-7d90-8b3e-3b2db7b28e81"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00f186cf319e5798/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-60bf-79f1-abd1-80de1ecc1d4f"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_00f186cf319e5798/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-60bf-79f1-abd1-80de1ecc1d4f"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_045be7ae4477d27f/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:20:13.242259+00:00",
+  "ended_at": "2026-05-19T16:20:16.460257+00:00",
+  "elapsed_ms": 3217.98,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21204,
+    "bytes_utf8": 21204,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_045be7ae4477d27f/cli/sql_attempt_2.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:20:17.461895+00:00",
+  "ended_at": "2026-05-19T16:20:20.310332+00:00",
+  "elapsed_ms": 2848.41,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21204,
+    "bytes_utf8": 21204,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_045be7ae4477d27f/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: m5
+- dataset_name: Predict Students Dropout And Academic Success
+- table_name: m5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`.
+- task_type: classification
+- target_column: Target
+- main_row_count: 4424
+- important_fields:
+- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status.
+- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode.
+- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order.
+- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course.
+- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance.
+- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification.
+- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade).
+- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality.
+- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification.
+- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification.
+- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation.
+- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation.
+- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade.
+- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced.
+- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs.
+- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor.
+- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date.
+- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender.
+- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder.
+- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment.
+- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International.
+- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited).
+- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled).
+- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations).
+- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved).
+- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade).
+- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations).
+- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited).
+- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled).
+- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations).
+- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved).
+- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade).
+- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations).
+- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate.
+- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate.
+- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP.
+- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target.
+- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']]
+- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)']
+- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success
+
+SQLite schema snapshot:
+{
+  "table_name": "m5",
+  "quoted_table_name": "\"m5\"",
+  "row_count": 4424,
+  "columns": [
+    {
+      "name": "Marital status",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application mode",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application order",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Course",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Daytime/evening attendance",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Nacionality",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Admission grade",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Displaced",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Educational special needs",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Debtor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Tuition fees up to date",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Gender",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Scholarship holder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Age at enrollment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "International",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Unemployment rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Inflation rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "GDP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "5",
+      "Course": "171",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "19",
+      "Father's qualification": "12",
+      "Mother's occupation": "5",
+      "Father's occupation": "9",
+      "Admission grade": "127.3",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "0",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "0",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "15",
+      "Application order": "1",
+      "Course": "9254",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "160.0",
+      "Nacionality": "1",
+      "Mother's qualification": "1",
+      "Father's qualification": "3",
+      "Mother's occupation": "3",
+      "Father's occupation": "3",
+      "Admission grade": "142.5",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "6",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "14.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.666666666666666",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "1",
+      "Application order": "5",
+      "Course": "9070",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "37",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "124.8",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "2",
+      "Course": "9773",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "38",
+      "Father's qualification": "37",
+      "Mother's occupation": "5",
+      "Father's occupation": "3",
+      "Admission grade": "119.6",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "8",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "13.428571428571429",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "10",
+      "Curricular units 2nd sem (approved)": "5",
+      "Curricular units 2nd sem (grade)": "12.4",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "9.4",
+      "Inflation rate": "-0.8",
+      "GDP": "-3.12",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "2",
+      "Application mode": "39",
+      "Application order": "1",
+      "Course": "8014",
+      "Daytime/evening attendance": "0",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "100.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "38",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "141.5",
+      "Displaced": "0",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "45",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "9",
+      "Curricular units 1st sem (approved)": "5",
+      "Curricular units 1st sem (grade)": "12.333333333333334",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m5",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Curricular units 1st sem (approved), measure_col=Previous qualification.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "Curricular units 1st sem (approved)",
+    "measure_col": "Previous qualification",
+    "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": 1.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_045be7ae4477d27f/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: m5
+- dataset_name: Predict Students Dropout And Academic Success
+- table_name: m5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`.
+- task_type: classification
+- target_column: Target
+- main_row_count: 4424
+- important_fields:
+- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status.
+- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode.
+- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order.
+- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course.
+- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance.
+- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification.
+- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade).
+- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality.
+- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification.
+- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification.
+- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation.
+- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation.
+- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade.
+- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced.
+- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs.
+- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor.
+- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date.
+- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender.
+- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder.
+- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment.
+- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International.
+- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited).
+- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled).
+- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations).
+- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved).
+- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade).
+- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations).
+- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited).
+- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled).
+- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations).
+- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved).
+- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade).
+- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations).
+- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate.
+- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate.
+- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP.
+- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target.
+- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']]
+- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)']
+- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success
+
+SQLite schema snapshot:
+{
+  "table_name": "m5",
+  "quoted_table_name": "\"m5\"",
+  "row_count": 4424,
+  "columns": [
+    {
+      "name": "Marital status",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application mode",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application order",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Course",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Daytime/evening attendance",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Nacionality",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Admission grade",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Displaced",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Educational special needs",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Debtor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Tuition fees up to date",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Gender",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Scholarship holder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Age at enrollment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "International",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Unemployment rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Inflation rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "GDP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "5",
+      "Course": "171",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "19",
+      "Father's qualification": "12",
+      "Mother's occupation": "5",
+      "Father's occupation": "9",
+      "Admission grade": "127.3",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "0",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "0",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "15",
+      "Application order": "1",
+      "Course": "9254",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "160.0",
+      "Nacionality": "1",
+      "Mother's qualification": "1",
+      "Father's qualification": "3",
+      "Mother's occupation": "3",
+      "Father's occupation": "3",
+      "Admission grade": "142.5",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "6",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "14.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.666666666666666",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "1",
+      "Application order": "5",
+      "Course": "9070",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "37",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "124.8",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "2",
+      "Course": "9773",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "38",
+      "Father's qualification": "37",
+      "Mother's occupation": "5",
+      "Father's occupation": "3",
+      "Admission grade": "119.6",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "8",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "13.428571428571429",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "10",
+      "Curricular units 2nd sem (approved)": "5",
+      "Curricular units 2nd sem (grade)": "12.4",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "9.4",
+      "Inflation rate": "-0.8",
+      "GDP": "-3.12",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "2",
+      "Application mode": "39",
+      "Application order": "1",
+      "Course": "8014",
+      "Daytime/evening attendance": "0",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "100.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "38",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "141.5",
+      "Displaced": "0",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "45",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "9",
+      "Curricular units 1st sem (approved)": "5",
+      "Curricular units 1st sem (grade)": "12.333333333333334",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m5",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Curricular units 1st sem (approved), measure_col=Previous qualification.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "Curricular units 1st sem (approved)",
+    "measure_col": "Previous qualification",
+    "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": 1.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_045be7ae4477d27f/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-ac24-7d91-9045-613235eac723"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_045be7ae4477d27f/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-ac24-7d91-9045-613235eac723"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_045be7ae4477d27f/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-bcd4-7c60-8526-402ba2ca769b"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_045be7ae4477d27f/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-bcd4-7c60-8526-402ba2ca769b"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0535442dfb9736a9/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:16:24.938883+00:00",
+  "ended_at": "2026-05-19T16:16:28.982055+00:00",
+  "elapsed_ms": 4043.07,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21601,
+    "bytes_utf8": 21601,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0535442dfb9736a9/cli/sql_attempt_2.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:16:29.985552+00:00",
+  "ended_at": "2026-05-19T16:16:34.712612+00:00",
+  "elapsed_ms": 4726.99,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21601,
+    "bytes_utf8": 21601,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0535442dfb9736a9/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: m5
+- dataset_name: Predict Students Dropout And Academic Success
+- table_name: m5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`.
+- task_type: classification
+- target_column: Target
+- main_row_count: 4424
+- important_fields:
+- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status.
+- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode.
+- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order.
+- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course.
+- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance.
+- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification.
+- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade).
+- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality.
+- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification.
+- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification.
+- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation.
+- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation.
+- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade.
+- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced.
+- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs.
+- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor.
+- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date.
+- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender.
+- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder.
+- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment.
+- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International.
+- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited).
+- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled).
+- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations).
+- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved).
+- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade).
+- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations).
+- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited).
+- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled).
+- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations).
+- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved).
+- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade).
+- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations).
+- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate.
+- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate.
+- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP.
+- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target.
+- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']]
+- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)']
+- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success
+
+SQLite schema snapshot:
+{
+  "table_name": "m5",
+  "quoted_table_name": "\"m5\"",
+  "row_count": 4424,
+  "columns": [
+    {
+      "name": "Marital status",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application mode",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application order",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Course",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Daytime/evening attendance",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Nacionality",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Admission grade",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Displaced",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Educational special needs",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Debtor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Tuition fees up to date",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Gender",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Scholarship holder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Age at enrollment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "International",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Unemployment rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Inflation rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "GDP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "5",
+      "Course": "171",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "19",
+      "Father's qualification": "12",
+      "Mother's occupation": "5",
+      "Father's occupation": "9",
+      "Admission grade": "127.3",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "0",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "0",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "15",
+      "Application order": "1",
+      "Course": "9254",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "160.0",
+      "Nacionality": "1",
+      "Mother's qualification": "1",
+      "Father's qualification": "3",
+      "Mother's occupation": "3",
+      "Father's occupation": "3",
+      "Admission grade": "142.5",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "6",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "14.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.666666666666666",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "1",
+      "Application order": "5",
+      "Course": "9070",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "37",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "124.8",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "2",
+      "Course": "9773",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "38",
+      "Father's qualification": "37",
+      "Mother's occupation": "5",
+      "Father's occupation": "3",
+      "Admission grade": "119.6",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "8",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "13.428571428571429",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "10",
+      "Curricular units 2nd sem (approved)": "5",
+      "Curricular units 2nd sem (grade)": "12.4",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "9.4",
+      "Inflation rate": "-0.8",
+      "GDP": "-3.12",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "2",
+      "Application mode": "39",
+      "Application order": "1",
+      "Course": "8014",
+      "Daytime/evening attendance": "0",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "100.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "38",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "141.5",
+      "Displaced": "0",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "45",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "9",
+      "Curricular units 1st sem (approved)": "5",
+      "Curricular units 1st sem (grade)": "12.333333333333334",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m5",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Father's qualification, measure_col=Curricular units 1st sem (without evaluations).",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "Father's qualification",
+    "measure_col": "Curricular units 1st sem (without evaluations)",
+    "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": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0535442dfb9736a9/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: m5
+- dataset_name: Predict Students Dropout And Academic Success
+- table_name: m5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`.
+- task_type: classification
+- target_column: Target
+- main_row_count: 4424
+- important_fields:
+- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status.
+- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode.
+- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order.
+- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course.
+- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance.
+- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification.
+- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade).
+- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality.
+- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification.
+- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification.
+- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation.
+- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation.
+- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade.
+- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced.
+- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs.
+- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor.
+- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date.
+- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender.
+- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder.
+- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment.
+- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International.
+- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited).
+- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled).
+- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations).
+- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved).
+- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade).
+- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations).
+- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited).
+- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled).
+- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations).
+- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved).
+- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade).
+- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations).
+- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate.
+- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate.
+- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP.
+- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target.
+- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']]
+- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)']
+- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success
+
+SQLite schema snapshot:
+{
+  "table_name": "m5",
+  "quoted_table_name": "\"m5\"",
+  "row_count": 4424,
+  "columns": [
+    {
+      "name": "Marital status",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application mode",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application order",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Course",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Daytime/evening attendance",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Nacionality",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Admission grade",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Displaced",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Educational special needs",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Debtor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Tuition fees up to date",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Gender",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Scholarship holder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Age at enrollment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "International",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Unemployment rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Inflation rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "GDP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "5",
+      "Course": "171",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "19",
+      "Father's qualification": "12",
+      "Mother's occupation": "5",
+      "Father's occupation": "9",
+      "Admission grade": "127.3",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "0",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "0",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "15",
+      "Application order": "1",
+      "Course": "9254",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "160.0",
+      "Nacionality": "1",
+      "Mother's qualification": "1",
+      "Father's qualification": "3",
+      "Mother's occupation": "3",
+      "Father's occupation": "3",
+      "Admission grade": "142.5",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "6",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "14.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.666666666666666",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "1",
+      "Application order": "5",
+      "Course": "9070",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "37",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "124.8",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "2",
+      "Course": "9773",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "38",
+      "Father's qualification": "37",
+      "Mother's occupation": "5",
+      "Father's occupation": "3",
+      "Admission grade": "119.6",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "8",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "13.428571428571429",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "10",
+      "Curricular units 2nd sem (approved)": "5",
+      "Curricular units 2nd sem (grade)": "12.4",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "9.4",
+      "Inflation rate": "-0.8",
+      "GDP": "-3.12",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "2",
+      "Application mode": "39",
+      "Application order": "1",
+      "Course": "8014",
+      "Daytime/evening attendance": "0",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "100.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "38",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "141.5",
+      "Displaced": "0",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "45",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "9",
+      "Curricular units 1st sem (approved)": "5",
+      "Curricular units 1st sem (grade)": "12.333333333333334",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m5",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Father's qualification, measure_col=Curricular units 1st sem (without evaluations).",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "Father's qualification",
+    "measure_col": "Curricular units 1st sem (without evaluations)",
+    "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": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0535442dfb9736a9/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-30e5-7f90-b360-9d910366718e"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0535442dfb9736a9/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-30e5-7f90-b360-9d910366718e"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0535442dfb9736a9/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-448c-78b3-b483-a17bb3b227e7"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_0535442dfb9736a9/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-448c-78b3-b483-a17bb3b227e7"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_06f2094110fcaa4e/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:09:21.197740+00:00",
+  "ended_at": "2026-05-19T16:09:24.379715+00:00",
+  "elapsed_ms": 3181.95,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 20871,
+    "bytes_utf8": 20871,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_06f2094110fcaa4e/cli/sql_attempt_2.metadata.json

@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:09:25.383107+00:00",
+  "ended_at": "2026-05-19T16:09:28.469231+00:00",
+  "elapsed_ms": 3086.08,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 20871,
+    "bytes_utf8": 20871,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_06f2094110fcaa4e/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,538 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: m5
+- dataset_name: Predict Students Dropout And Academic Success
+- table_name: m5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`.
+- task_type: classification
+- target_column: Target
+- main_row_count: 4424
+- important_fields:
+- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status.
+- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode.
+- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order.
+- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course.
+- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance.
+- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification.
+- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade).
+- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality.
+- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification.
+- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification.
+- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation.
+- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation.
+- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade.
+- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced.
+- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs.
+- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor.
+- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date.
+- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender.
+- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder.
+- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment.
+- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International.
+- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited).
+- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled).
+- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations).
+- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved).
+- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade).
+- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations).
+- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited).
+- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled).
+- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations).
+- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved).
+- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade).
+- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations).
+- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate.
+- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate.
+- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP.
+- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target.
+- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']]
+- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)']
+- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success
+
+SQLite schema snapshot:
+{
+  "table_name": "m5",
+  "quoted_table_name": "\"m5\"",
+  "row_count": 4424,
+  "columns": [
+    {
+      "name": "Marital status",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application mode",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application order",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Course",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Daytime/evening attendance",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Nacionality",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Admission grade",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Displaced",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Educational special needs",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Debtor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Tuition fees up to date",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Gender",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Scholarship holder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Age at enrollment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "International",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Unemployment rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Inflation rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "GDP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "5",
+      "Course": "171",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "19",
+      "Father's qualification": "12",
+      "Mother's occupation": "5",
+      "Father's occupation": "9",
+      "Admission grade": "127.3",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "0",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "0",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "15",
+      "Application order": "1",
+      "Course": "9254",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "160.0",
+      "Nacionality": "1",
+      "Mother's qualification": "1",
+      "Father's qualification": "3",
+      "Mother's occupation": "3",
+      "Father's occupation": "3",
+      "Admission grade": "142.5",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "6",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "14.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.666666666666666",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "1",
+      "Application order": "5",
+      "Course": "9070",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "37",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "124.8",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "2",
+      "Course": "9773",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "38",
+      "Father's qualification": "37",
+      "Mother's occupation": "5",
+      "Father's occupation": "3",
+      "Admission grade": "119.6",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "8",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "13.428571428571429",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "10",
+      "Curricular units 2nd sem (approved)": "5",
+      "Curricular units 2nd sem (grade)": "12.4",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "9.4",
+      "Inflation rate": "-0.8",
+      "GDP": "-3.12",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "2",
+      "Application mode": "39",
+      "Application order": "1",
+      "Course": "8014",
+      "Daytime/evening attendance": "0",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "100.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "38",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "141.5",
+      "Displaced": "0",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "45",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "9",
+      "Curricular units 1st sem (approved)": "5",
+      "Curricular units 1st sem (grade)": "12.333333333333334",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    }
+  ]
+}
+
+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": "m5",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Age at enrollment.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "Age at enrollment",
+    "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": 13.4,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'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:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_06f2094110fcaa4e/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,538 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: m5
+- dataset_name: Predict Students Dropout And Academic Success
+- table_name: m5
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`.
+- task_type: classification
+- target_column: Target
+- main_row_count: 4424
+- important_fields:
+- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status.
+- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode.
+- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order.
+- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course.
+- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance.
+- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification.
+- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade).
+- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality.
+- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification.
+- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification.
+- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation.
+- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation.
+- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade.
+- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced.
+- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs.
+- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor.
+- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date.
+- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender.
+- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder.
+- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment.
+- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International.
+- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited).
+- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled).
+- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations).
+- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved).
+- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade).
+- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations).
+- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited).
+- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled).
+- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations).
+- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved).
+- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade).
+- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations).
+- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate.
+- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate.
+- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP.
+- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target.
+- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']]
+- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)']
+- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success
+
+SQLite schema snapshot:
+{
+  "table_name": "m5",
+  "quoted_table_name": "\"m5\"",
+  "row_count": 4424,
+  "columns": [
+    {
+      "name": "Marital status",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application mode",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Application order",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Course",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Daytime/evening attendance",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Previous qualification (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Nacionality",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's qualification",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Mother's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Father's occupation",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Admission grade",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Displaced",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Educational special needs",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Debtor",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Tuition fees up to date",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Gender",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Scholarship holder",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Age at enrollment",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "International",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 1st sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (credited)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (enrolled)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (approved)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (grade)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Curricular units 2nd sem (without evaluations)",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Unemployment rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Inflation rate",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "GDP",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "Target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "5",
+      "Course": "171",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "19",
+      "Father's qualification": "12",
+      "Mother's occupation": "5",
+      "Father's occupation": "9",
+      "Admission grade": "127.3",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "0",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "0",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "15",
+      "Application order": "1",
+      "Course": "9254",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "160.0",
+      "Nacionality": "1",
+      "Mother's qualification": "1",
+      "Father's qualification": "3",
+      "Mother's occupation": "3",
+      "Father's occupation": "3",
+      "Admission grade": "142.5",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "6",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "14.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.666666666666666",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "1",
+      "Application order": "5",
+      "Course": "9070",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "37",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "124.8",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "0",
+      "Gender": "1",
+      "Scholarship holder": "0",
+      "Age at enrollment": "19",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "0",
+      "Curricular units 1st sem (approved)": "0",
+      "Curricular units 1st sem (grade)": "0.0",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "0",
+      "Curricular units 2nd sem (approved)": "0",
+      "Curricular units 2nd sem (grade)": "0.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "10.8",
+      "Inflation rate": "1.4",
+      "GDP": "1.74",
+      "Target": "Dropout"
+    },
+    {
+      "Marital status": "1",
+      "Application mode": "17",
+      "Application order": "2",
+      "Course": "9773",
+      "Daytime/evening attendance": "1",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "122.0",
+      "Nacionality": "1",
+      "Mother's qualification": "38",
+      "Father's qualification": "37",
+      "Mother's occupation": "5",
+      "Father's occupation": "3",
+      "Admission grade": "119.6",
+      "Displaced": "1",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "20",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "8",
+      "Curricular units 1st sem (approved)": "6",
+      "Curricular units 1st sem (grade)": "13.428571428571429",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "10",
+      "Curricular units 2nd sem (approved)": "5",
+      "Curricular units 2nd sem (grade)": "12.4",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "9.4",
+      "Inflation rate": "-0.8",
+      "GDP": "-3.12",
+      "Target": "Graduate"
+    },
+    {
+      "Marital status": "2",
+      "Application mode": "39",
+      "Application order": "1",
+      "Course": "8014",
+      "Daytime/evening attendance": "0",
+      "Previous qualification": "1",
+      "Previous qualification (grade)": "100.0",
+      "Nacionality": "1",
+      "Mother's qualification": "37",
+      "Father's qualification": "38",
+      "Mother's occupation": "9",
+      "Father's occupation": "9",
+      "Admission grade": "141.5",
+      "Displaced": "0",
+      "Educational special needs": "0",
+      "Debtor": "0",
+      "Tuition fees up to date": "1",
+      "Gender": "0",
+      "Scholarship holder": "0",
+      "Age at enrollment": "45",
+      "International": "0",
+      "Curricular units 1st sem (credited)": "0",
+      "Curricular units 1st sem (enrolled)": "6",
+      "Curricular units 1st sem (evaluations)": "9",
+      "Curricular units 1st sem (approved)": "5",
+      "Curricular units 1st sem (grade)": "12.333333333333334",
+      "Curricular units 1st sem (without evaluations)": "0",
+      "Curricular units 2nd sem (credited)": "0",
+      "Curricular units 2nd sem (enrolled)": "6",
+      "Curricular units 2nd sem (evaluations)": "6",
+      "Curricular units 2nd sem (approved)": "6",
+      "Curricular units 2nd sem (grade)": "13.0",
+      "Curricular units 2nd sem (without evaluations)": "0",
+      "Unemployment rate": "13.9",
+      "Inflation rate": "-0.3",
+      "GDP": "0.79",
+      "Target": "Graduate"
+    }
+  ]
+}
+
+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": "m5",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Age at enrollment.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "Age at enrollment",
+    "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": 13.4,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'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:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_06f2094110fcaa4e/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-b92b-7243-be39-49f394764302"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_06f2094110fcaa4e/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-b92b-7243-be39-49f394764302"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_06f2094110fcaa4e/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-c992-7113-9a13-492f12cfd03a"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_06f2094110fcaa4e/cli/sql_response_attempt_2.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-c992-7113-9a13-492f12cfd03a"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}