diff --git "a/Query/sql/v2/grounding/inventories/c10_inventory_v2.json" "b/Query/sql/v2/grounding/inventories/c10_inventory_v2.json"
new file mode 100644--- /dev/null
+++ "b/Query/sql/v2/grounding/inventories/c10_inventory_v2.json"
@@ -0,0 +1,12697 @@
+{
+  "dataset_id": "c10",
+  "inventory_version": "subitem_workload_v2",
+  "planner_kind": "rule",
+  "line_version": "v2",
+  "planner_usage_summary": {
+    "planner_kind": "rule",
+    "model": "",
+    "calls": 0,
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "cost_usd": 0.0,
+    "usage_source": "none"
+  },
+  "role_profile_summary": {
+    "dataset_id": "c10",
+    "row_count": 1025010,
+    "target_column": "class",
+    "groupable_cols": [
+      "s1",
+      "c1",
+      "s2",
+      "c2",
+      "s3",
+      "c3",
+      "s4",
+      "c4"
+    ],
+    "numeric_cols": [
+      "s1",
+      "c1",
+      "s2",
+      "c2",
+      "s3",
+      "c3",
+      "s4",
+      "c4"
+    ],
+    "low_card_cols": [
+      "s1",
+      "s2",
+      "s3",
+      "s4",
+      "s5"
+    ],
+    "high_card_cols": [],
+    "temporal_cols": [],
+    "missing_cols": [],
+    "filterable_cols": [
+      "s1",
+      "c1",
+      "s2",
+      "c2",
+      "s3",
+      "c3",
+      "s4",
+      "c4"
+    ],
+    "condition_cols": [
+      "class",
+      "s1",
+      "s2",
+      "s3",
+      "s4",
+      "s5"
+    ]
+  },
+  "selected_template_count": 14,
+  "selected_agent_template_count": 12,
+  "selected_deterministic_template_count": 2,
+  "problem_count": 198,
+  "agent_problem_count": 176,
+  "deterministic_problem_count": 22,
+  "coverage_policy": {
+    "agent_template_families": [
+      "subgroup_structure",
+      "conditional_dependency_structure",
+      "tail_rarity_structure"
+    ],
+    "agent_selected_template_min": 10,
+    "agent_selected_template_target": 12,
+    "agent_problem_count_per_template_min": 4,
+    "agent_problem_count_per_template_max": 12,
+    "agent_sql_variants_per_problem": "1-2",
+    "agent_dataset_subitem_min_sql": 5,
+    "deterministic_problem_count_per_template_max": 12,
+    "deterministic_policy": "capped_evenly_spaced_selection"
+  },
+  "selected_agent_templates": [
+    {
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "source_workload_id": "h2o_db_benchmark",
+      "primary_family": "subgroup_structure",
+      "secondary_family": null,
+      "intent": "Compare total numeric mass across subgroups using a simple grouped sum.",
+      "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "required_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "measure_col:numeric",
+        "single_table_only"
+      ],
+      "single_table_portable": "partial",
+      "provenance": {
+        "url": "https://raw.githubusercontent.com/h2oai/db-benchmark/master/duckdb/groupby-duckdb.R",
+        "title": "duckdb/groupby-duckdb.R · h2oai/db-benchmark",
+        "source_query_id": "H2O groupby q1"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://raw.githubusercontent.com/h2oai/db-benchmark/master/duckdb/groupby-duckdb.R",
+          "title": "duckdb/groupby-duckdb.R · h2oai/db-benchmark",
+          "source_query_id": "H2O groupby q1"
+        }
+      ],
+      "status": "ready",
+      "notes": "Selected because plain grouped sums are missing from the current library yet are among the most universal single-table analytics queries.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "subgroup_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "internal_profile_stability"
+      ],
+      "allowed_variant_roles": [
+        "collapsed_target_view"
+      ],
+      "default_facet_ids": [
+        "subgroup_distribution_shift",
+        "subgroup_conditional_contrast",
+        "subgroup_rank_order"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 1,
+      "planned_problem_count": 9,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_clickbench_group_count",
+      "template_name": "Grouped Count by Category",
+      "source_workload_id": "clickbench_hits",
+      "primary_family": "subgroup_structure",
+      "secondary_family": null,
+      "intent": "Count rows by a single subgroup dimension to capture baseline subgroup mass.",
+      "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+      "required_roles": [
+        "group_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "single_table_only"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "https://raw.githubusercontent.com/ClickHouse/ClickBench/main/clickhouse/queries.sql",
+        "title": "clickhouse/queries.sql · ClickBench",
+        "source_query_id": "ClickBench Q08"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://raw.githubusercontent.com/ClickHouse/ClickBench/main/clickhouse/queries.sql",
+          "title": "clickhouse/queries.sql · ClickBench",
+          "source_query_id": "ClickBench Q08"
+        }
+      ],
+      "status": "ready",
+      "notes": "Closest to dashboard-style subgroup mass queries; deliberately keeps only one group axis for broad portability.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "subgroup_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "subgroup_size_stability"
+      ],
+      "allowed_variant_roles": [
+        "count_distribution"
+      ],
+      "default_facet_ids": [
+        "subgroup_distribution_shift"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 2,
+      "planned_problem_count": 8,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "source_workload_id": "tpcds_qualification",
+      "primary_family": "conditional_dependency_structure",
+      "secondary_family": "subgroup_structure",
+      "intent": "Measure each item's contribution within a parent subgroup using a windowed share-of-total.",
+      "sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "required_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "item_col:groupable_or_high_cardinality",
+        "measure_col:numeric",
+        "single_table_only"
+      ],
+      "single_table_portable": "partial",
+      "provenance": {
+        "url": "https://raw.githubusercontent.com/cwida/tpcds-result-reproduction/master/query_qualification/98.sql",
+        "title": "query_qualification/98.sql · tpcds-result-reproduction",
+        "source_query_id": "TPC-DS Q98"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://raw.githubusercontent.com/cwida/tpcds-result-reproduction/master/query_qualification/98.sql",
+          "title": "query_qualification/98.sql · tpcds-result-reproduction",
+          "source_query_id": "TPC-DS Q98"
+        }
+      ],
+      "status": "ready",
+      "notes": "One of the strongest workload-grounded window templates retained in v1.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "conditional_dependency_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "dependency_strength_similarity"
+      ],
+      "allowed_variant_roles": [
+        "within_group_proportion",
+        "focused_target_view"
+      ],
+      "default_facet_ids": [
+        "pairwise_conditional_dependency"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 3,
+      "planned_problem_count": 11,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_m4_group_ratio_two_conditions",
+      "template_name": "Grouped Ratio of Two Conditions",
+      "source_workload_id": "insurance_cost_project_sql_repo",
+      "primary_family": "conditional_dependency_structure",
+      "secondary_family": "subgroup_structure",
+      "intent": "Contrast two condition counts within each subgroup as a ratio.",
+      "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+      "required_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "condition_col:binary_or_low_cardinality_preferred",
+        "single_table_only"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql",
+        "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL",
+        "source_query_id": "m4_sql_0026"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql",
+          "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL",
+          "source_query_id": "m4_sql_0026"
+        }
+      ],
+      "status": "ready",
+      "notes": "Captures a common dashboard KPI style rather than a benchmark-only artifact.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "conditional_dependency_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "direction_consistency"
+      ],
+      "allowed_variant_roles": [
+        "contrastive_conditional_view"
+      ],
+      "default_facet_ids": [
+        "conditional_rate_shift"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 4,
+      "planned_problem_count": 9,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_c2_filtered_group_count_2d",
+      "template_name": "Filtered Two-Dimensional Group Count",
+      "source_workload_id": "car_evaluation_sql_repo",
+      "primary_family": "conditional_dependency_structure",
+      "secondary_family": "subgroup_structure",
+      "intent": "Count rows for a filtered slice across two subgroup dimensions.",
+      "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+      "required_roles": [
+        "group_col",
+        "group_col_2",
+        "predicate_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "group_col_2:groupable_distinct_from_group_col",
+        "predicate_col:filterable",
+        "single_table_only"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "https://github.com/nehanawar025/Exploratory-Analysis-of-Car-Evaluation-Dataset-with-SQL/blob/main/Answers.sql",
+        "title": "Answers.sql · Exploratory-Analysis-of-Car-Evaluation-Dataset-with-SQL",
+        "source_query_id": "c2_sql_0008"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://github.com/nehanawar025/Exploratory-Analysis-of-Car-Evaluation-Dataset-with-SQL/blob/main/Answers.sql",
+          "title": "Answers.sql · Exploratory-Analysis-of-Car-Evaluation-Dataset-with-SQL",
+          "source_query_id": "c2_sql_0008"
+        }
+      ],
+      "status": "ready",
+      "notes": "Useful as a general “slice then compare subgroups” template.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "conditional_dependency_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col",
+        "group_col_2",
+        "predicate_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "slice_level_consistency"
+      ],
+      "allowed_variant_roles": [
+        "count_distribution"
+      ],
+      "default_facet_ids": [
+        "conditional_interaction_hotspots"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 5,
+      "planned_problem_count": 9,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_m4_quantile_tail_slice",
+      "template_name": "Quantile Tail Slice",
+      "source_workload_id": "insurance_cost_project_sql_repo",
+      "primary_family": "tail_rarity_structure",
+      "secondary_family": "conditional_dependency_structure",
+      "intent": "Select the highest quantile bucket of a numeric measure using NTILE-style ranking.",
+      "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"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "measure_col:numeric",
+        "single_table_only"
+      ],
+      "single_table_portable": "partial",
+      "provenance": {
+        "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql",
+        "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL",
+        "source_query_id": "m4_sql_0023"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql",
+          "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL",
+          "source_query_id": "m4_sql_0023"
+        }
+      ],
+      "status": "ready",
+      "notes": "A high-value tail template because it expresses rarity through quantile structure rather than an arbitrary threshold.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "tail_rarity_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "measure_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "tail_set_consistency"
+      ],
+      "allowed_variant_roles": [
+        "rare_extreme_view"
+      ],
+      "default_facet_ids": [
+        "low_support_extremes"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 6,
+      "planned_problem_count": 9,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "source_workload_id": "tpch_qgen",
+      "primary_family": "tail_rarity_structure",
+      "secondary_family": "conditional_dependency_structure",
+      "intent": "Keep only groups whose aggregate value exceeds a configurable fraction of the grand total.",
+      "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"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "measure_col:numeric",
+        "single_table_only"
+      ],
+      "single_table_portable": "partial",
+      "provenance": {
+        "url": "https://raw.githubusercontent.com/electrum/tpch-dbgen/master/queries/11.sql",
+        "title": "queries/11.sql · electrum/tpch-dbgen",
+        "source_query_id": "TPC-H Q11"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://raw.githubusercontent.com/electrum/tpch-dbgen/master/queries/11.sql",
+          "title": "queries/11.sql · electrum/tpch-dbgen",
+          "source_query_id": "TPC-H Q11"
+        }
+      ],
+      "status": "ready",
+      "notes": "Canonical low-support but high-impact segment template: entity value above a tiny fraction of total.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "tail_rarity_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "tail_mass_similarity"
+      ],
+      "allowed_variant_roles": [
+        "count_distribution",
+        "filtered_stable_view"
+      ],
+      "default_facet_ids": [
+        "tail_ranked_signal"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 7,
+      "planned_problem_count": 10,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "source_workload_id": "bigquery_approx_aggregate_docs",
+      "primary_family": "tail_rarity_structure",
+      "secondary_family": "subgroup_structure",
+      "intent": "Report a percentile point such as p95 or p99 for each subgroup instead of returning the raw tail rows.",
+      "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"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "measure_col:numeric",
+        "single_table_only"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "https://cloud.google.com/bigquery/docs/reference/standard-sql/approximate_aggregate_functions",
+        "title": "Approximate aggregate functions | BigQuery | Google Cloud Documentation",
+        "source_query_id": "BigQuery APPROX_QUANTILES example"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://cloud.google.com/bigquery/docs/reference/standard-sql/approximate_aggregate_functions",
+          "title": "Approximate aggregate functions | BigQuery | Google Cloud Documentation",
+          "source_query_id": "BigQuery APPROX_QUANTILES example"
+        },
+        {
+          "url": "https://trino.io/docs/current/functions/aggregate.html",
+          "title": "Aggregate functions — Trino Documentation",
+          "source_query_id": "Trino approx_percentile"
+        },
+        {
+          "url": "https://docs.snowflake.com/en/sql-reference/functions/percentile_cont",
+          "title": "PERCENTILE_CONT | Snowflake Documentation",
+          "source_query_id": "Snowflake PERCENTILE_CONT grouped example"
+        },
+        {
+          "url": "https://clickhouse.com/docs/sql-reference/aggregate-functions/reference/quantile",
+          "title": "quantile | ClickHouse Docs",
+          "source_query_id": "ClickHouse quantile example"
+        },
+        {
+          "url": "https://druid.apache.org/docs/latest/querying/sql-functions/",
+          "title": "All Druid SQL functions | Apache Druid",
+          "source_query_id": "Druid APPROX_QUANTILE_DS example"
+        },
+        {
+          "url": "https://docs.pinot.apache.org/functions/aggregation/percentile",
+          "title": "percentile | Apache Pinot Docs",
+          "source_query_id": "Pinot percentile example"
+        }
+      ],
+      "status": "ready",
+      "notes": "Canonical percentile-point family added so the library can represent p95/p99 style tail monitoring without returning full quantile slices.",
+      "materialization_bucket": "core",
+      "activation_tier": "optional",
+      "dialect_sensitive": true,
+      "dialect_notes": "Represents a canonical percentile-point family, but concrete SQL differs across engines (for example PERCENTILE_CONT, APPROX_QUANTILES, approx_percentile, or quantile-style syntax).",
+      "family_id": "tail_rarity_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "tail_concentration_consistency"
+      ],
+      "allowed_variant_roles": [
+        "focused_target_view",
+        "ranked_signal_view"
+      ],
+      "default_facet_ids": [
+        "rare_target_concentration"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 8,
+      "planned_problem_count": 10,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "source_workload_id": "insurance_cost_project_sql_repo",
+      "primary_family": "conditional_dependency_structure",
+      "secondary_family": "subgroup_structure",
+      "intent": "Estimate the proportion of rows meeting a low-cardinality condition within each subgroup.",
+      "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "required_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "condition_col:binary_or_low_cardinality_preferred",
+        "single_table_only"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql",
+        "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL",
+        "source_query_id": "m4_sql_0016"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql",
+          "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL",
+          "source_query_id": "m4_sql_0016"
+        }
+      ],
+      "status": "ready",
+      "notes": "Strong analytics template for subgroup-conditional proportions with broad portability.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "conditional_dependency_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "dependency_strength_similarity",
+        "direction_consistency"
+      ],
+      "allowed_variant_roles": [
+        "within_group_proportion",
+        "focused_target_view"
+      ],
+      "default_facet_ids": [
+        "pairwise_conditional_dependency",
+        "conditional_rate_shift"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 9,
+      "planned_problem_count": 9,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_threshold_rarity_cdf",
+      "template_name": "Threshold Rarity CDF",
+      "source_workload_id": "druid_sql_functions",
+      "primary_family": "tail_rarity_structure",
+      "secondary_family": "conditional_dependency_structure",
+      "intent": "Estimate how rare a threshold is by reporting the empirical CDF value at that threshold.",
+      "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+      "required_roles": [
+        "measure_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "measure_col:numeric",
+        "single_table_only"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "https://druid.apache.org/docs/latest/querying/sql-functions/",
+        "title": "All Druid SQL functions | Apache Druid",
+        "source_query_id": "Druid DS_RANK example"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://druid.apache.org/docs/latest/querying/sql-functions/",
+          "title": "All Druid SQL functions | Apache Druid",
+          "source_query_id": "Druid DS_RANK example"
+        }
+      ],
+      "status": "ready",
+      "notes": "Added because it answers a different question from percentile-point queries: not 'what is p99?' but 'how rare is threshold T?'",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "tail_rarity_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "measure_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "tail_set_consistency"
+      ],
+      "allowed_variant_roles": [
+        "rare_extreme_view"
+      ],
+      "default_facet_ids": [
+        "low_support_extremes"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 10,
+      "planned_problem_count": 9,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "source_workload_id": "subitem_workload_v2",
+      "primary_family": "tail_rarity_structure",
+      "secondary_family": null,
+      "intent": "New v2 agent template for count-based tail coverage on non-numeric datasets.",
+      "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"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "single_table_only",
+        "v2_agent_template"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "local://subitem_workload_v2",
+        "title": "Locally authored v2 template",
+        "source_query_id": "tpl_tail_low_support_group_count_v2"
+      },
+      "provenance_sources": [
+        {
+          "url": "local://subitem_workload_v2",
+          "title": "Locally authored v2 template",
+          "source_query_id": "tpl_tail_low_support_group_count_v2"
+        }
+      ],
+      "status": "ready",
+      "notes": "New v2 agent template for count-based tail coverage on non-numeric datasets.",
+      "materialization_bucket": "v2_agent",
+      "activation_tier": "v2",
+      "dialect_sensitive": false,
+      "family_id": "tail_rarity_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "tail_set_consistency",
+        "tail_mass_similarity"
+      ],
+      "allowed_variant_roles": [
+        "rare_extreme_view",
+        "count_distribution"
+      ],
+      "default_facet_ids": [
+        "low_support_extremes",
+        "tail_ranked_signal"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v2",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 11,
+      "planned_problem_count": 8,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "source_workload_id": "insurance_cost_project_sql_repo",
+      "primary_family": "conditional_dependency_structure",
+      "secondary_family": "subgroup_structure",
+      "intent": "Use a window function to report per-group averages without collapsing the row-level relation first.",
+      "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "required_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "measure_col:numeric",
+        "single_table_only"
+      ],
+      "single_table_portable": "partial",
+      "provenance": {
+        "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql",
+        "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL",
+        "source_query_id": "m4_sql_0011"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql",
+          "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL",
+          "source_query_id": "m4_sql_0011"
+        }
+      ],
+      "status": "ready",
+      "notes": "Adds explicit window-function coverage to the analytics library.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "conditional_dependency_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "slice_level_consistency",
+        "direction_consistency"
+      ],
+      "allowed_variant_roles": [
+        "filtered_stable_view",
+        "ranked_signal_view"
+      ],
+      "default_facet_ids": [
+        "conditional_rate_shift",
+        "conditional_interaction_hotspots"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 12,
+      "planned_problem_count": 9,
+      "sql_variant_policy": "1-2"
+    }
+  ],
+  "selected_deterministic_templates": [
+    {
+      "template_id": "tpl_cardinality_distinct_share_profile",
+      "template_name": "Cardinality Distinct Share Profile",
+      "source_workload_id": "subitem_workload_v2",
+      "primary_family": "cardinality_structure",
+      "secondary_family": null,
+      "intent": "New deterministic template for v2.",
+      "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+      "required_roles": [
+        "group_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "single_table_only",
+        "v2_deterministic_template"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "local://subitem_workload_v2",
+        "title": "Locally authored v2 template",
+        "source_query_id": "tpl_cardinality_distinct_share_profile"
+      },
+      "provenance_sources": [
+        {
+          "url": "local://subitem_workload_v2",
+          "title": "Locally authored v2 template",
+          "source_query_id": "tpl_cardinality_distinct_share_profile"
+        }
+      ],
+      "status": "ready",
+      "notes": "New deterministic template for v2.",
+      "materialization_bucket": "v2_deterministic",
+      "activation_tier": "v2",
+      "dialect_sensitive": false,
+      "family_id": "cardinality_structure",
+      "realization_mode": "deterministic",
+      "binding_roles": [
+        "group_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "support_rank_profile_consistency"
+      ],
+      "allowed_variant_roles": [
+        "ranked_signal_view"
+      ],
+      "default_facet_ids": [
+        "value_imbalance_profile",
+        "support_concentration"
+      ],
+      "gate_priority": "deterministic",
+      "source_catalog": "template_library_v2",
+      "extended_family": true
+    },
+    {
+      "template_id": "tpl_cardinality_support_rank_profile",
+      "template_name": "Cardinality Support Rank Profile",
+      "source_workload_id": "subitem_workload_v2",
+      "primary_family": "cardinality_structure",
+      "secondary_family": null,
+      "intent": "New deterministic template for v2.",
+      "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+      "required_roles": [
+        "group_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "single_table_only",
+        "v2_deterministic_template"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "local://subitem_workload_v2",
+        "title": "Locally authored v2 template",
+        "source_query_id": "tpl_cardinality_support_rank_profile"
+      },
+      "provenance_sources": [
+        {
+          "url": "local://subitem_workload_v2",
+          "title": "Locally authored v2 template",
+          "source_query_id": "tpl_cardinality_support_rank_profile"
+        }
+      ],
+      "status": "ready",
+      "notes": "New deterministic template for v2.",
+      "materialization_bucket": "v2_deterministic",
+      "activation_tier": "v2",
+      "dialect_sensitive": false,
+      "family_id": "cardinality_structure",
+      "realization_mode": "deterministic",
+      "binding_roles": [
+        "group_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "support_rank_profile_consistency"
+      ],
+      "allowed_variant_roles": [
+        "count_distribution"
+      ],
+      "default_facet_ids": [
+        "value_imbalance_profile",
+        "support_concentration"
+      ],
+      "gate_priority": "deterministic",
+      "source_catalog": "template_library_v2",
+      "extended_family": true
+    }
+  ],
+  "selected_templates": [
+    {
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "source_workload_id": "h2o_db_benchmark",
+      "primary_family": "subgroup_structure",
+      "secondary_family": null,
+      "intent": "Compare total numeric mass across subgroups using a simple grouped sum.",
+      "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "required_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "measure_col:numeric",
+        "single_table_only"
+      ],
+      "single_table_portable": "partial",
+      "provenance": {
+        "url": "https://raw.githubusercontent.com/h2oai/db-benchmark/master/duckdb/groupby-duckdb.R",
+        "title": "duckdb/groupby-duckdb.R · h2oai/db-benchmark",
+        "source_query_id": "H2O groupby q1"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://raw.githubusercontent.com/h2oai/db-benchmark/master/duckdb/groupby-duckdb.R",
+          "title": "duckdb/groupby-duckdb.R · h2oai/db-benchmark",
+          "source_query_id": "H2O groupby q1"
+        }
+      ],
+      "status": "ready",
+      "notes": "Selected because plain grouped sums are missing from the current library yet are among the most universal single-table analytics queries.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "subgroup_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "internal_profile_stability"
+      ],
+      "allowed_variant_roles": [
+        "collapsed_target_view"
+      ],
+      "default_facet_ids": [
+        "subgroup_distribution_shift",
+        "subgroup_conditional_contrast",
+        "subgroup_rank_order"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 1,
+      "planned_problem_count": 9,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_clickbench_group_count",
+      "template_name": "Grouped Count by Category",
+      "source_workload_id": "clickbench_hits",
+      "primary_family": "subgroup_structure",
+      "secondary_family": null,
+      "intent": "Count rows by a single subgroup dimension to capture baseline subgroup mass.",
+      "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+      "required_roles": [
+        "group_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "single_table_only"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "https://raw.githubusercontent.com/ClickHouse/ClickBench/main/clickhouse/queries.sql",
+        "title": "clickhouse/queries.sql · ClickBench",
+        "source_query_id": "ClickBench Q08"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://raw.githubusercontent.com/ClickHouse/ClickBench/main/clickhouse/queries.sql",
+          "title": "clickhouse/queries.sql · ClickBench",
+          "source_query_id": "ClickBench Q08"
+        }
+      ],
+      "status": "ready",
+      "notes": "Closest to dashboard-style subgroup mass queries; deliberately keeps only one group axis for broad portability.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "subgroup_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "subgroup_size_stability"
+      ],
+      "allowed_variant_roles": [
+        "count_distribution"
+      ],
+      "default_facet_ids": [
+        "subgroup_distribution_shift"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 2,
+      "planned_problem_count": 8,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "source_workload_id": "tpcds_qualification",
+      "primary_family": "conditional_dependency_structure",
+      "secondary_family": "subgroup_structure",
+      "intent": "Measure each item's contribution within a parent subgroup using a windowed share-of-total.",
+      "sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "required_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "item_col:groupable_or_high_cardinality",
+        "measure_col:numeric",
+        "single_table_only"
+      ],
+      "single_table_portable": "partial",
+      "provenance": {
+        "url": "https://raw.githubusercontent.com/cwida/tpcds-result-reproduction/master/query_qualification/98.sql",
+        "title": "query_qualification/98.sql · tpcds-result-reproduction",
+        "source_query_id": "TPC-DS Q98"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://raw.githubusercontent.com/cwida/tpcds-result-reproduction/master/query_qualification/98.sql",
+          "title": "query_qualification/98.sql · tpcds-result-reproduction",
+          "source_query_id": "TPC-DS Q98"
+        }
+      ],
+      "status": "ready",
+      "notes": "One of the strongest workload-grounded window templates retained in v1.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "conditional_dependency_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "dependency_strength_similarity"
+      ],
+      "allowed_variant_roles": [
+        "within_group_proportion",
+        "focused_target_view"
+      ],
+      "default_facet_ids": [
+        "pairwise_conditional_dependency"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 3,
+      "planned_problem_count": 11,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_m4_group_ratio_two_conditions",
+      "template_name": "Grouped Ratio of Two Conditions",
+      "source_workload_id": "insurance_cost_project_sql_repo",
+      "primary_family": "conditional_dependency_structure",
+      "secondary_family": "subgroup_structure",
+      "intent": "Contrast two condition counts within each subgroup as a ratio.",
+      "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+      "required_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "condition_col:binary_or_low_cardinality_preferred",
+        "single_table_only"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql",
+        "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL",
+        "source_query_id": "m4_sql_0026"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql",
+          "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL",
+          "source_query_id": "m4_sql_0026"
+        }
+      ],
+      "status": "ready",
+      "notes": "Captures a common dashboard KPI style rather than a benchmark-only artifact.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "conditional_dependency_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "direction_consistency"
+      ],
+      "allowed_variant_roles": [
+        "contrastive_conditional_view"
+      ],
+      "default_facet_ids": [
+        "conditional_rate_shift"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 4,
+      "planned_problem_count": 9,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_c2_filtered_group_count_2d",
+      "template_name": "Filtered Two-Dimensional Group Count",
+      "source_workload_id": "car_evaluation_sql_repo",
+      "primary_family": "conditional_dependency_structure",
+      "secondary_family": "subgroup_structure",
+      "intent": "Count rows for a filtered slice across two subgroup dimensions.",
+      "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+      "required_roles": [
+        "group_col",
+        "group_col_2",
+        "predicate_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "group_col_2:groupable_distinct_from_group_col",
+        "predicate_col:filterable",
+        "single_table_only"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "https://github.com/nehanawar025/Exploratory-Analysis-of-Car-Evaluation-Dataset-with-SQL/blob/main/Answers.sql",
+        "title": "Answers.sql · Exploratory-Analysis-of-Car-Evaluation-Dataset-with-SQL",
+        "source_query_id": "c2_sql_0008"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://github.com/nehanawar025/Exploratory-Analysis-of-Car-Evaluation-Dataset-with-SQL/blob/main/Answers.sql",
+          "title": "Answers.sql · Exploratory-Analysis-of-Car-Evaluation-Dataset-with-SQL",
+          "source_query_id": "c2_sql_0008"
+        }
+      ],
+      "status": "ready",
+      "notes": "Useful as a general “slice then compare subgroups” template.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "conditional_dependency_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col",
+        "group_col_2",
+        "predicate_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "slice_level_consistency"
+      ],
+      "allowed_variant_roles": [
+        "count_distribution"
+      ],
+      "default_facet_ids": [
+        "conditional_interaction_hotspots"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 5,
+      "planned_problem_count": 9,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_m4_quantile_tail_slice",
+      "template_name": "Quantile Tail Slice",
+      "source_workload_id": "insurance_cost_project_sql_repo",
+      "primary_family": "tail_rarity_structure",
+      "secondary_family": "conditional_dependency_structure",
+      "intent": "Select the highest quantile bucket of a numeric measure using NTILE-style ranking.",
+      "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"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "measure_col:numeric",
+        "single_table_only"
+      ],
+      "single_table_portable": "partial",
+      "provenance": {
+        "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql",
+        "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL",
+        "source_query_id": "m4_sql_0023"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql",
+          "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL",
+          "source_query_id": "m4_sql_0023"
+        }
+      ],
+      "status": "ready",
+      "notes": "A high-value tail template because it expresses rarity through quantile structure rather than an arbitrary threshold.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "tail_rarity_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "measure_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "tail_set_consistency"
+      ],
+      "allowed_variant_roles": [
+        "rare_extreme_view"
+      ],
+      "default_facet_ids": [
+        "low_support_extremes"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 6,
+      "planned_problem_count": 9,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "source_workload_id": "tpch_qgen",
+      "primary_family": "tail_rarity_structure",
+      "secondary_family": "conditional_dependency_structure",
+      "intent": "Keep only groups whose aggregate value exceeds a configurable fraction of the grand total.",
+      "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"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "measure_col:numeric",
+        "single_table_only"
+      ],
+      "single_table_portable": "partial",
+      "provenance": {
+        "url": "https://raw.githubusercontent.com/electrum/tpch-dbgen/master/queries/11.sql",
+        "title": "queries/11.sql · electrum/tpch-dbgen",
+        "source_query_id": "TPC-H Q11"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://raw.githubusercontent.com/electrum/tpch-dbgen/master/queries/11.sql",
+          "title": "queries/11.sql · electrum/tpch-dbgen",
+          "source_query_id": "TPC-H Q11"
+        }
+      ],
+      "status": "ready",
+      "notes": "Canonical low-support but high-impact segment template: entity value above a tiny fraction of total.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "tail_rarity_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "tail_mass_similarity"
+      ],
+      "allowed_variant_roles": [
+        "count_distribution",
+        "filtered_stable_view"
+      ],
+      "default_facet_ids": [
+        "tail_ranked_signal"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 7,
+      "planned_problem_count": 10,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "source_workload_id": "bigquery_approx_aggregate_docs",
+      "primary_family": "tail_rarity_structure",
+      "secondary_family": "subgroup_structure",
+      "intent": "Report a percentile point such as p95 or p99 for each subgroup instead of returning the raw tail rows.",
+      "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"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "measure_col:numeric",
+        "single_table_only"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "https://cloud.google.com/bigquery/docs/reference/standard-sql/approximate_aggregate_functions",
+        "title": "Approximate aggregate functions | BigQuery | Google Cloud Documentation",
+        "source_query_id": "BigQuery APPROX_QUANTILES example"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://cloud.google.com/bigquery/docs/reference/standard-sql/approximate_aggregate_functions",
+          "title": "Approximate aggregate functions | BigQuery | Google Cloud Documentation",
+          "source_query_id": "BigQuery APPROX_QUANTILES example"
+        },
+        {
+          "url": "https://trino.io/docs/current/functions/aggregate.html",
+          "title": "Aggregate functions — Trino Documentation",
+          "source_query_id": "Trino approx_percentile"
+        },
+        {
+          "url": "https://docs.snowflake.com/en/sql-reference/functions/percentile_cont",
+          "title": "PERCENTILE_CONT | Snowflake Documentation",
+          "source_query_id": "Snowflake PERCENTILE_CONT grouped example"
+        },
+        {
+          "url": "https://clickhouse.com/docs/sql-reference/aggregate-functions/reference/quantile",
+          "title": "quantile | ClickHouse Docs",
+          "source_query_id": "ClickHouse quantile example"
+        },
+        {
+          "url": "https://druid.apache.org/docs/latest/querying/sql-functions/",
+          "title": "All Druid SQL functions | Apache Druid",
+          "source_query_id": "Druid APPROX_QUANTILE_DS example"
+        },
+        {
+          "url": "https://docs.pinot.apache.org/functions/aggregation/percentile",
+          "title": "percentile | Apache Pinot Docs",
+          "source_query_id": "Pinot percentile example"
+        }
+      ],
+      "status": "ready",
+      "notes": "Canonical percentile-point family added so the library can represent p95/p99 style tail monitoring without returning full quantile slices.",
+      "materialization_bucket": "core",
+      "activation_tier": "optional",
+      "dialect_sensitive": true,
+      "dialect_notes": "Represents a canonical percentile-point family, but concrete SQL differs across engines (for example PERCENTILE_CONT, APPROX_QUANTILES, approx_percentile, or quantile-style syntax).",
+      "family_id": "tail_rarity_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "tail_concentration_consistency"
+      ],
+      "allowed_variant_roles": [
+        "focused_target_view",
+        "ranked_signal_view"
+      ],
+      "default_facet_ids": [
+        "rare_target_concentration"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 8,
+      "planned_problem_count": 10,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "source_workload_id": "insurance_cost_project_sql_repo",
+      "primary_family": "conditional_dependency_structure",
+      "secondary_family": "subgroup_structure",
+      "intent": "Estimate the proportion of rows meeting a low-cardinality condition within each subgroup.",
+      "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "required_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "condition_col:binary_or_low_cardinality_preferred",
+        "single_table_only"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql",
+        "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL",
+        "source_query_id": "m4_sql_0016"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql",
+          "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL",
+          "source_query_id": "m4_sql_0016"
+        }
+      ],
+      "status": "ready",
+      "notes": "Strong analytics template for subgroup-conditional proportions with broad portability.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "conditional_dependency_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "dependency_strength_similarity",
+        "direction_consistency"
+      ],
+      "allowed_variant_roles": [
+        "within_group_proportion",
+        "focused_target_view"
+      ],
+      "default_facet_ids": [
+        "pairwise_conditional_dependency",
+        "conditional_rate_shift"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 9,
+      "planned_problem_count": 9,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_threshold_rarity_cdf",
+      "template_name": "Threshold Rarity CDF",
+      "source_workload_id": "druid_sql_functions",
+      "primary_family": "tail_rarity_structure",
+      "secondary_family": "conditional_dependency_structure",
+      "intent": "Estimate how rare a threshold is by reporting the empirical CDF value at that threshold.",
+      "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+      "required_roles": [
+        "measure_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "measure_col:numeric",
+        "single_table_only"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "https://druid.apache.org/docs/latest/querying/sql-functions/",
+        "title": "All Druid SQL functions | Apache Druid",
+        "source_query_id": "Druid DS_RANK example"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://druid.apache.org/docs/latest/querying/sql-functions/",
+          "title": "All Druid SQL functions | Apache Druid",
+          "source_query_id": "Druid DS_RANK example"
+        }
+      ],
+      "status": "ready",
+      "notes": "Added because it answers a different question from percentile-point queries: not 'what is p99?' but 'how rare is threshold T?'",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "tail_rarity_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "measure_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "tail_set_consistency"
+      ],
+      "allowed_variant_roles": [
+        "rare_extreme_view"
+      ],
+      "default_facet_ids": [
+        "low_support_extremes"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 10,
+      "planned_problem_count": 9,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "source_workload_id": "subitem_workload_v2",
+      "primary_family": "tail_rarity_structure",
+      "secondary_family": null,
+      "intent": "New v2 agent template for count-based tail coverage on non-numeric datasets.",
+      "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"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "single_table_only",
+        "v2_agent_template"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "local://subitem_workload_v2",
+        "title": "Locally authored v2 template",
+        "source_query_id": "tpl_tail_low_support_group_count_v2"
+      },
+      "provenance_sources": [
+        {
+          "url": "local://subitem_workload_v2",
+          "title": "Locally authored v2 template",
+          "source_query_id": "tpl_tail_low_support_group_count_v2"
+        }
+      ],
+      "status": "ready",
+      "notes": "New v2 agent template for count-based tail coverage on non-numeric datasets.",
+      "materialization_bucket": "v2_agent",
+      "activation_tier": "v2",
+      "dialect_sensitive": false,
+      "family_id": "tail_rarity_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "tail_set_consistency",
+        "tail_mass_similarity"
+      ],
+      "allowed_variant_roles": [
+        "rare_extreme_view",
+        "count_distribution"
+      ],
+      "default_facet_ids": [
+        "low_support_extremes",
+        "tail_ranked_signal"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v2",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 11,
+      "planned_problem_count": 8,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "source_workload_id": "insurance_cost_project_sql_repo",
+      "primary_family": "conditional_dependency_structure",
+      "secondary_family": "subgroup_structure",
+      "intent": "Use a window function to report per-group averages without collapsing the row-level relation first.",
+      "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "required_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "group_col:groupable",
+        "measure_col:numeric",
+        "single_table_only"
+      ],
+      "single_table_portable": "partial",
+      "provenance": {
+        "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql",
+        "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL",
+        "source_query_id": "m4_sql_0011"
+      },
+      "provenance_sources": [
+        {
+          "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql",
+          "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL",
+          "source_query_id": "m4_sql_0011"
+        }
+      ],
+      "status": "ready",
+      "notes": "Adds explicit window-function coverage to the analytics library.",
+      "materialization_bucket": "core",
+      "activation_tier": "core",
+      "dialect_sensitive": false,
+      "family_id": "conditional_dependency_structure",
+      "realization_mode": "agent",
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "slice_level_consistency",
+        "direction_consistency"
+      ],
+      "allowed_variant_roles": [
+        "filtered_stable_view",
+        "ranked_signal_view"
+      ],
+      "default_facet_ids": [
+        "conditional_rate_shift",
+        "conditional_interaction_hotspots"
+      ],
+      "gate_priority": "primary",
+      "source_catalog": "template_library_v1",
+      "extended_family": false,
+      "selection_mode": "rule",
+      "selected_template_rank": 12,
+      "planned_problem_count": 9,
+      "sql_variant_policy": "1-2"
+    },
+    {
+      "template_id": "tpl_cardinality_distinct_share_profile",
+      "template_name": "Cardinality Distinct Share Profile",
+      "source_workload_id": "subitem_workload_v2",
+      "primary_family": "cardinality_structure",
+      "secondary_family": null,
+      "intent": "New deterministic template for v2.",
+      "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+      "required_roles": [
+        "group_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "single_table_only",
+        "v2_deterministic_template"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "local://subitem_workload_v2",
+        "title": "Locally authored v2 template",
+        "source_query_id": "tpl_cardinality_distinct_share_profile"
+      },
+      "provenance_sources": [
+        {
+          "url": "local://subitem_workload_v2",
+          "title": "Locally authored v2 template",
+          "source_query_id": "tpl_cardinality_distinct_share_profile"
+        }
+      ],
+      "status": "ready",
+      "notes": "New deterministic template for v2.",
+      "materialization_bucket": "v2_deterministic",
+      "activation_tier": "v2",
+      "dialect_sensitive": false,
+      "family_id": "cardinality_structure",
+      "realization_mode": "deterministic",
+      "binding_roles": [
+        "group_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "support_rank_profile_consistency"
+      ],
+      "allowed_variant_roles": [
+        "ranked_signal_view"
+      ],
+      "default_facet_ids": [
+        "value_imbalance_profile",
+        "support_concentration"
+      ],
+      "gate_priority": "deterministic",
+      "source_catalog": "template_library_v2",
+      "extended_family": true
+    },
+    {
+      "template_id": "tpl_cardinality_support_rank_profile",
+      "template_name": "Cardinality Support Rank Profile",
+      "source_workload_id": "subitem_workload_v2",
+      "primary_family": "cardinality_structure",
+      "secondary_family": null,
+      "intent": "New deterministic template for v2.",
+      "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+      "required_roles": [
+        "group_col"
+      ],
+      "optional_roles": [],
+      "constraints": [
+        "single_table_only",
+        "v2_deterministic_template"
+      ],
+      "single_table_portable": "yes",
+      "provenance": {
+        "url": "local://subitem_workload_v2",
+        "title": "Locally authored v2 template",
+        "source_query_id": "tpl_cardinality_support_rank_profile"
+      },
+      "provenance_sources": [
+        {
+          "url": "local://subitem_workload_v2",
+          "title": "Locally authored v2 template",
+          "source_query_id": "tpl_cardinality_support_rank_profile"
+        }
+      ],
+      "status": "ready",
+      "notes": "New deterministic template for v2.",
+      "materialization_bucket": "v2_deterministic",
+      "activation_tier": "v2",
+      "dialect_sensitive": false,
+      "family_id": "cardinality_structure",
+      "realization_mode": "deterministic",
+      "binding_roles": [
+        "group_col"
+      ],
+      "supported_canonical_subitem_ids": [
+        "support_rank_profile_consistency"
+      ],
+      "allowed_variant_roles": [
+        "count_distribution"
+      ],
+      "default_facet_ids": [
+        "value_imbalance_profile",
+        "support_concentration"
+      ],
+      "gate_priority": "deterministic",
+      "source_catalog": "template_library_v2",
+      "extended_family": true
+    }
+  ],
+  "items": [
+    {
+      "query_record_id": "v2q_c10_0c8c55d78fa3d2db",
+      "problem_id": "v2p_c10_02d15dab3de77794",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_distribution_shift",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=s1, measure_col=s1.",
+      "bindings": {
+        "group_col": "s1",
+        "measure_col": "s1",
+        "top_k": 10,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=1/2",
+        "binding_index=0"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_4341a2823d283504",
+      "problem_id": "v2p_c10_04397ba39f2ed1db",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_rank_order",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=s1, measure_col=s1.",
+      "bindings": {
+        "group_col": "s1",
+        "measure_col": "s1",
+        "top_k": 15,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=2/2",
+        "binding_index=0"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_9344411de3a8982b",
+      "problem_id": "v2p_c10_85f492f4283acc95",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_rank_order",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=c1, measure_col=c1.",
+      "bindings": {
+        "group_col": "c1",
+        "measure_col": "c1",
+        "top_k": 11,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 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
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=1/2",
+        "binding_index=1"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_f4592938dd917a42",
+      "problem_id": "v2p_c10_274444d624b2d35a",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_conditional_contrast",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=c1, measure_col=c1.",
+      "bindings": {
+        "group_col": "c1",
+        "measure_col": "c1",
+        "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": 7.56,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=2/2",
+        "binding_index=1"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_3a12a32920584860",
+      "problem_id": "v2p_c10_1eb89cc74dc5b98f",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_conditional_contrast",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=s2, measure_col=s2.",
+      "bindings": {
+        "group_col": "s2",
+        "measure_col": "s2",
+        "top_k": 12,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=1/2",
+        "binding_index=2"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_a9876f81a39c8746",
+      "problem_id": "v2p_c10_79b5f4b62f07eb3b",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_distribution_shift",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=s2, measure_col=s2.",
+      "bindings": {
+        "group_col": "s2",
+        "measure_col": "s2",
+        "top_k": 17,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=2/2",
+        "binding_index=2"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_0dacd26d3989c0d0",
+      "problem_id": "v2p_c10_754dca746a6b7784",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_distribution_shift",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=c2, measure_col=c2.",
+      "bindings": {
+        "group_col": "c2",
+        "measure_col": "c2",
+        "top_k": 13,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 12.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=1/2",
+        "binding_index=3"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_cd464fe656028ed1",
+      "problem_id": "v2p_c10_e2a1525cc0c34a22",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_rank_order",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=c2, measure_col=c2.",
+      "bindings": {
+        "group_col": "c2",
+        "measure_col": "c2",
+        "top_k": 18,
+        "top_n": 7,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 11.64,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=2/2",
+        "binding_index=3"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_4d1f539dd71b787e",
+      "problem_id": "v2p_c10_32c705e00f15d6a1",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_rank_order",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=s3, measure_col=s3.",
+      "bindings": {
+        "group_col": "s3",
+        "measure_col": "s3",
+        "top_k": 14,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=1/2",
+        "binding_index=4"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_ba8cf43a42128a91",
+      "problem_id": "v2p_c10_3663d741630d026b",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_conditional_contrast",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=s3, measure_col=s3.",
+      "bindings": {
+        "group_col": "s3",
+        "measure_col": "s3",
+        "top_k": 19,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=2/2",
+        "binding_index=4"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_ee08fea28e7e4078",
+      "problem_id": "v2p_c10_f108423a1b25ec58",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_conditional_contrast",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=c3, measure_col=c3.",
+      "bindings": {
+        "group_col": "c3",
+        "measure_col": "c3",
+        "top_k": 10,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=1/2",
+        "binding_index=5"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_47b5b60a6dc48cfa",
+      "problem_id": "v2p_c10_ee29777beb245055",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_distribution_shift",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=c3, measure_col=c3.",
+      "bindings": {
+        "group_col": "c3",
+        "measure_col": "c3",
+        "top_k": 15,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 8.92,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=2/2",
+        "binding_index=5"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_be136feed7ec761a",
+      "problem_id": "v2p_c10_05eb3b08974ecb6c",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_distribution_shift",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=s4, measure_col=s4.",
+      "bindings": {
+        "group_col": "s4",
+        "measure_col": "s4",
+        "top_k": 11,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=1/2",
+        "binding_index=6"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_0691ccbf5c6b7649",
+      "problem_id": "v2p_c10_92807ef4f6d4432a",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_rank_order",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=s4, measure_col=s4.",
+      "bindings": {
+        "group_col": "s4",
+        "measure_col": "s4",
+        "top_k": 16,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=2/2",
+        "binding_index=6"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_cdf07da8d4b3547b",
+      "problem_id": "v2p_c10_ee461d6fadb1d5a4",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_rank_order",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=c4, measure_col=c4.",
+      "bindings": {
+        "group_col": "c4",
+        "measure_col": "c4",
+        "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": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=1/2",
+        "binding_index=7"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_69957582203c343a",
+      "problem_id": "v2p_c10_1f80d63e7bcdb03d",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_conditional_contrast",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=c4, measure_col=c4.",
+      "bindings": {
+        "group_col": "c4",
+        "measure_col": "c4",
+        "top_k": 17,
+        "top_n": 7,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 9.64,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=2/2",
+        "binding_index=7"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_1ff3bb366da6925c",
+      "problem_id": "v2p_c10_c39be86eddf0dd18",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_conditional_contrast",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=s5, measure_col=s5.",
+      "bindings": {
+        "group_col": "s5",
+        "measure_col": "s5",
+        "top_k": 13,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=9",
+        "sql_variant_index=1/2",
+        "binding_index=8"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_8e68765628432980",
+      "problem_id": "v2p_c10_001437281495b96d",
+      "dataset_id": "c10",
+      "template_id": "tpl_h2o_group_sum",
+      "template_name": "Grouped Numeric Sum",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "internal_profile_stability",
+      "intended_facet_id": "subgroup_distribution_shift",
+      "variant_semantic_role": "collapsed_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=s5, measure_col=s5.",
+      "bindings": {
+        "group_col": "s5",
+        "measure_col": "s5",
+        "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": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+        "template_selection_mode=rule",
+        "problem_index_within_template=9",
+        "sql_variant_index=2/2",
+        "binding_index=8"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 1,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_3e8d82dc34e9c81a",
+      "problem_id": "v2p_c10_31d310c7d5ea96ad",
+      "dataset_id": "c10",
+      "template_id": "tpl_clickbench_group_count",
+      "template_name": "Grouped Count by Category",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "subgroup_size_stability",
+      "intended_facet_id": "subgroup_distribution_shift",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=c1.",
+      "bindings": {
+        "group_col": "c1",
+        "top_k": 12,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=1/1",
+        "binding_index=12"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 2,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_70c33bb9a0d85956",
+      "problem_id": "v2p_c10_3b92b7cb7b544164",
+      "dataset_id": "c10",
+      "template_id": "tpl_clickbench_group_count",
+      "template_name": "Grouped Count by Category",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "subgroup_size_stability",
+      "intended_facet_id": "subgroup_distribution_shift",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=s2.",
+      "bindings": {
+        "group_col": "s2",
+        "top_k": 13,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 12.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=1/1",
+        "binding_index=13"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 2,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_d4709e83a27747ed",
+      "problem_id": "v2p_c10_36eee0f9662398a1",
+      "dataset_id": "c10",
+      "template_id": "tpl_clickbench_group_count",
+      "template_name": "Grouped Count by Category",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "subgroup_size_stability",
+      "intended_facet_id": "subgroup_distribution_shift",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=c2.",
+      "bindings": {
+        "group_col": "c2",
+        "top_k": 14,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=1/1",
+        "binding_index=14"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 2,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_0319093e40f8634e",
+      "problem_id": "v2p_c10_efde5a2ac029b40e",
+      "dataset_id": "c10",
+      "template_id": "tpl_clickbench_group_count",
+      "template_name": "Grouped Count by Category",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "subgroup_size_stability",
+      "intended_facet_id": "subgroup_distribution_shift",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=s3.",
+      "bindings": {
+        "group_col": "s3",
+        "top_k": 10,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=1/1",
+        "binding_index=15"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 2,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_2cf0329fbf639bc5",
+      "problem_id": "v2p_c10_95cd14ab454da001",
+      "dataset_id": "c10",
+      "template_id": "tpl_clickbench_group_count",
+      "template_name": "Grouped Count by Category",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "subgroup_size_stability",
+      "intended_facet_id": "subgroup_distribution_shift",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=c3.",
+      "bindings": {
+        "group_col": "c3",
+        "top_k": 11,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=1/1",
+        "binding_index=16"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 2,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_2993f3605a310e12",
+      "problem_id": "v2p_c10_c0cce6228d08e301",
+      "dataset_id": "c10",
+      "template_id": "tpl_clickbench_group_count",
+      "template_name": "Grouped Count by Category",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "subgroup_size_stability",
+      "intended_facet_id": "subgroup_distribution_shift",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=s4.",
+      "bindings": {
+        "group_col": "s4",
+        "top_k": 12,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=1/1",
+        "binding_index=17"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 2,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_a48cb184e2b8f40a",
+      "problem_id": "v2p_c10_07ec157b4f7e9c00",
+      "dataset_id": "c10",
+      "template_id": "tpl_clickbench_group_count",
+      "template_name": "Grouped Count by Category",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "subgroup_size_stability",
+      "intended_facet_id": "subgroup_distribution_shift",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=c4.",
+      "bindings": {
+        "group_col": "c4",
+        "top_k": 13,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=1/1",
+        "binding_index=18"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 2,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_2af1723933139815",
+      "problem_id": "v2p_c10_2ba1fed2256ada3f",
+      "dataset_id": "c10",
+      "template_id": "tpl_clickbench_group_count",
+      "template_name": "Grouped Count by Category",
+      "family_id": "subgroup_structure",
+      "canonical_subitem_id": "subgroup_size_stability",
+      "intended_facet_id": "subgroup_distribution_shift",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=s5.",
+      "bindings": {
+        "group_col": "s5",
+        "top_k": 14,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 11.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+      "notes": [
+        "default_facets=subgroup_distribution_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=1/1",
+        "binding_index=19"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 2,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_9b9ae31c40a57c13",
+      "problem_id": "v2p_c10_afcfde1cfdc9e9c9",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=s2, measure_col=s3.",
+      "bindings": {
+        "group_col": "s2",
+        "measure_col": "s3",
+        "item_col": "c2",
+        "top_k": 14,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=1/2",
+        "binding_index=24"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_76eac652b08d3844",
+      "problem_id": "v2p_c10_148be99a540f3739",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=s2, measure_col=s3.",
+      "bindings": {
+        "group_col": "s2",
+        "measure_col": "s3",
+        "item_col": "c2",
+        "top_k": 19,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=2/2",
+        "binding_index=24"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_150e25373331ab7e",
+      "problem_id": "v2p_c10_4601737b54944315",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=c2, measure_col=c3.",
+      "bindings": {
+        "group_col": "c2",
+        "measure_col": "c3",
+        "item_col": "s3",
+        "top_k": 10,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=1/2",
+        "binding_index=25"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_3bf2d02a0e3ba0b5",
+      "problem_id": "v2p_c10_77a80f3f1fd79566",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=c2, measure_col=c3.",
+      "bindings": {
+        "group_col": "c2",
+        "measure_col": "c3",
+        "item_col": "s3",
+        "top_k": 15,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 8.92,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=2/2",
+        "binding_index=25"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_a8de47a6c85ad41b",
+      "problem_id": "v2p_c10_a64f44092f9370c9",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=s3, measure_col=s4.",
+      "bindings": {
+        "group_col": "s3",
+        "measure_col": "s4",
+        "item_col": "c3",
+        "top_k": 11,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=1/2",
+        "binding_index=26"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_64ca0079f85ff2dc",
+      "problem_id": "v2p_c10_2d74a1d86d0f031e",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=s3, measure_col=s4.",
+      "bindings": {
+        "group_col": "s3",
+        "measure_col": "s4",
+        "item_col": "c3",
+        "top_k": 16,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=2/2",
+        "binding_index=26"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_b5b0c0ce281e4b72",
+      "problem_id": "v2p_c10_8c845cb9c61760fe",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=c3, measure_col=c4.",
+      "bindings": {
+        "group_col": "c3",
+        "measure_col": "c4",
+        "item_col": "s4",
+        "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": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=1/2",
+        "binding_index=27"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_6b10338cb7306064",
+      "problem_id": "v2p_c10_cbea4c2ab088c444",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=c3, measure_col=c4.",
+      "bindings": {
+        "group_col": "c3",
+        "measure_col": "c4",
+        "item_col": "s4",
+        "top_k": 17,
+        "top_n": 7,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 9.64,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=2/2",
+        "binding_index=27"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_511961ab36a20019",
+      "problem_id": "v2p_c10_5445ac8e01cac263",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=s4, measure_col=s5.",
+      "bindings": {
+        "group_col": "s4",
+        "measure_col": "s5",
+        "item_col": "c4",
+        "top_k": 13,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=1/2",
+        "binding_index=28"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_7303da6d47482102",
+      "problem_id": "v2p_c10_2e21e4f1d3ece7d2",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=s4, measure_col=s5.",
+      "bindings": {
+        "group_col": "s4",
+        "measure_col": "s5",
+        "item_col": "c4",
+        "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": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=2/2",
+        "binding_index=28"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_47db2d0184fcf53f",
+      "problem_id": "v2p_c10_dc6f65c21dfab506",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=c4, measure_col=c5.",
+      "bindings": {
+        "group_col": "c4",
+        "measure_col": "c5",
+        "item_col": "s5",
+        "top_k": 14,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 11.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=1/2",
+        "binding_index=29"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_3b0e3f38ad47b65b",
+      "problem_id": "v2p_c10_e198cbe459c6985b",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=c4, measure_col=c5.",
+      "bindings": {
+        "group_col": "c4",
+        "measure_col": "c5",
+        "item_col": "s5",
+        "top_k": 19,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 9.92,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=2/2",
+        "binding_index=29"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_3810266597bea75c",
+      "problem_id": "v2p_c10_45ded4b786cf74b4",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=s5, measure_col=s1.",
+      "bindings": {
+        "group_col": "s5",
+        "measure_col": "s1",
+        "item_col": "c5",
+        "top_k": 10,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=1/2",
+        "binding_index=30"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_a35514baec287fec",
+      "problem_id": "v2p_c10_448cdcc668deae5f",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=s5, measure_col=s1.",
+      "bindings": {
+        "group_col": "s5",
+        "measure_col": "s1",
+        "item_col": "c5",
+        "top_k": 15,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=2/2",
+        "binding_index=30"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_bb8f5a980d1c2414",
+      "problem_id": "v2p_c10_9be5345c3a4c2c05",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=c5, measure_col=c1.",
+      "bindings": {
+        "group_col": "c5",
+        "measure_col": "c1",
+        "item_col": "class",
+        "top_k": 11,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 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
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=1/2",
+        "binding_index=31"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_992d6fb78ecdebf6",
+      "problem_id": "v2p_c10_20c5a7aa7199484c",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=c5, measure_col=c1.",
+      "bindings": {
+        "group_col": "c5",
+        "measure_col": "c1",
+        "item_col": "class",
+        "top_k": 16,
+        "top_n": 7,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 7.56,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=2/2",
+        "binding_index=31"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_9c2e0b66cc53abfb",
+      "problem_id": "v2p_c10_e96a9284a96f70ce",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=class, measure_col=s2.",
+      "bindings": {
+        "group_col": "class",
+        "measure_col": "s2",
+        "item_col": "s1",
+        "top_k": 12,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=9",
+        "sql_variant_index=1/2",
+        "binding_index=32"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_c95118d1a852ad8e",
+      "problem_id": "v2p_c10_a537ef37f10be666",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=class, measure_col=s2.",
+      "bindings": {
+        "group_col": "class",
+        "measure_col": "s2",
+        "item_col": "s1",
+        "top_k": 17,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=9",
+        "sql_variant_index=2/2",
+        "binding_index=32"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_727a3fa693afa220",
+      "problem_id": "v2p_c10_4c33450ea086fc0a",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=s1, measure_col=c2.",
+      "bindings": {
+        "group_col": "s1",
+        "measure_col": "c2",
+        "item_col": "c1",
+        "top_k": 13,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 12.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=10",
+        "sql_variant_index=1/2",
+        "binding_index=33"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 10,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_cadaed448e093cc0",
+      "problem_id": "v2p_c10_30a9e1b7d523c4f7",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=s1, measure_col=c2.",
+      "bindings": {
+        "group_col": "s1",
+        "measure_col": "c2",
+        "item_col": "c1",
+        "top_k": 18,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 11.64,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=10",
+        "sql_variant_index=2/2",
+        "binding_index=33"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 10,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_760b61a0045b5f70",
+      "problem_id": "v2p_c10_2773907dc99f5fff",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=c1, measure_col=s3.",
+      "bindings": {
+        "group_col": "c1",
+        "measure_col": "s3",
+        "item_col": "s2",
+        "top_k": 14,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=11",
+        "sql_variant_index=1/2",
+        "binding_index=34"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 11,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_474e11c0d4ef47dd",
+      "problem_id": "v2p_c10_3ca668798e392c55",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpcds_within_group_share",
+      "template_name": "Within-Group Share of Total",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=c1, measure_col=s3.",
+      "bindings": {
+        "group_col": "c1",
+        "measure_col": "s3",
+        "item_col": "s2",
+        "top_k": 19,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "item_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=11",
+        "sql_variant_index=2/2",
+        "binding_index=34"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 3,
+      "problem_index_within_template": 11,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_08a4f48c038856ff",
+      "problem_id": "v2p_c10_902527a455d38020",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_ratio_two_conditions",
+      "template_name": "Grouped Ratio of Two Conditions",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "contrastive_conditional_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=c2, condition_col=class.",
+      "bindings": {
+        "group_col": "c2",
+        "condition_col": "class",
+        "condition_value": "0",
+        "positive_value": "0",
+        "negative_value": "1",
+        "top_k": 11,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=1/1",
+        "binding_index=36"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 4,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_63478288d66e504f",
+      "problem_id": "v2p_c10_7c35e64d8c781549",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_ratio_two_conditions",
+      "template_name": "Grouped Ratio of Two Conditions",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "contrastive_conditional_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=s3, condition_col=s1.",
+      "bindings": {
+        "group_col": "s3",
+        "condition_col": "s1",
+        "condition_value": "1",
+        "positive_value": "1",
+        "negative_value": "2",
+        "top_k": 12,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=1/1",
+        "binding_index=37"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 4,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_f3a66bb297cf2911",
+      "problem_id": "v2p_c10_54315b0addab883e",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_ratio_two_conditions",
+      "template_name": "Grouped Ratio of Two Conditions",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "contrastive_conditional_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=c3, condition_col=s2.",
+      "bindings": {
+        "group_col": "c3",
+        "condition_col": "s2",
+        "condition_value": "1",
+        "positive_value": "1",
+        "negative_value": "2",
+        "top_k": 13,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=1/1",
+        "binding_index=38"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 4,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_f6fe13b810157e4b",
+      "problem_id": "v2p_c10_712d3c61d5512ba8",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_ratio_two_conditions",
+      "template_name": "Grouped Ratio of Two Conditions",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "contrastive_conditional_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=s4, condition_col=s3.",
+      "bindings": {
+        "group_col": "s4",
+        "condition_col": "s3",
+        "condition_value": "2",
+        "positive_value": "2",
+        "negative_value": "1",
+        "top_k": 14,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 11.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=1/1",
+        "binding_index=39"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 4,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_464ba098ace50b39",
+      "problem_id": "v2p_c10_7e7020e741cb287d",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_ratio_two_conditions",
+      "template_name": "Grouped Ratio of Two Conditions",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "contrastive_conditional_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=c4, condition_col=s4.",
+      "bindings": {
+        "group_col": "c4",
+        "condition_col": "s4",
+        "condition_value": "2",
+        "positive_value": "2",
+        "negative_value": "4",
+        "top_k": 10,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=1/1",
+        "binding_index=40"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 4,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_839ea3e81f1795c4",
+      "problem_id": "v2p_c10_3dce47f922df8f4b",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_ratio_two_conditions",
+      "template_name": "Grouped Ratio of Two Conditions",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "contrastive_conditional_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=s5, condition_col=s5.",
+      "bindings": {
+        "group_col": "s5",
+        "condition_col": "s5",
+        "condition_value": "1",
+        "positive_value": "1",
+        "negative_value": "4",
+        "top_k": 11,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 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
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=1/1",
+        "binding_index=41"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 4,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_89a962e538e948fa",
+      "problem_id": "v2p_c10_e904525a2a0c26e6",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_ratio_two_conditions",
+      "template_name": "Grouped Ratio of Two Conditions",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "contrastive_conditional_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=c5, condition_col=class.",
+      "bindings": {
+        "group_col": "c5",
+        "condition_col": "class",
+        "condition_value": "0",
+        "positive_value": "0",
+        "negative_value": "1",
+        "top_k": 12,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=1/1",
+        "binding_index=42"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 4,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_e29b419605654ed9",
+      "problem_id": "v2p_c10_da296b92ddd3896b",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_ratio_two_conditions",
+      "template_name": "Grouped Ratio of Two Conditions",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "contrastive_conditional_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=s1.",
+      "bindings": {
+        "group_col": "class",
+        "condition_col": "s1",
+        "condition_value": "1",
+        "positive_value": "1",
+        "negative_value": "2",
+        "top_k": 13,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 12.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=1/1",
+        "binding_index=43"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 4,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_bfb8e7abdf0ba560",
+      "problem_id": "v2p_c10_b0c89eff8fef9773",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_ratio_two_conditions",
+      "template_name": "Grouped Ratio of Two Conditions",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "contrastive_conditional_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=s1, condition_col=s2.",
+      "bindings": {
+        "group_col": "s1",
+        "condition_col": "s2",
+        "condition_value": "1",
+        "positive_value": "1",
+        "negative_value": "2",
+        "top_k": 14,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=9",
+        "sql_variant_index=1/1",
+        "binding_index=44"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 4,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_81d48fd6c9209afa",
+      "problem_id": "v2p_c10_0145bce4ee19e1a0",
+      "dataset_id": "c10",
+      "template_id": "tpl_c2_filtered_group_count_2d",
+      "template_name": "Filtered Two-Dimensional Group Count",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=s4, group_col_2=class.",
+      "bindings": {
+        "group_col": "s4",
+        "group_col_2": "class",
+        "predicate_col": "s3",
+        "predicate_op": ">=",
+        "predicate_value": 3.25,
+        "top_k": 13,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "group_col_2",
+        "predicate_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=1/1",
+        "binding_index=48"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 5,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_37598ada26b5bd6e",
+      "problem_id": "v2p_c10_f2240d3d82b2145e",
+      "dataset_id": "c10",
+      "template_id": "tpl_c2_filtered_group_count_2d",
+      "template_name": "Filtered Two-Dimensional Group Count",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=c4, group_col_2=s5.",
+      "bindings": {
+        "group_col": "c4",
+        "group_col_2": "s5",
+        "predicate_col": "c3",
+        "predicate_op": ">=",
+        "predicate_value": 10.0,
+        "top_k": 14,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 11.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "group_col_2",
+        "predicate_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=1/1",
+        "binding_index=49"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 5,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_5f3ad7f85ee05f64",
+      "problem_id": "v2p_c10_2da46ca8d7314de9",
+      "dataset_id": "c10",
+      "template_id": "tpl_c2_filtered_group_count_2d",
+      "template_name": "Filtered Two-Dimensional Group Count",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=c4, group_col_2=c5.",
+      "bindings": {
+        "group_col": "c4",
+        "group_col_2": "c5",
+        "predicate_col": "s4",
+        "predicate_op": ">=",
+        "predicate_value": 3.25,
+        "top_k": 10,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "group_col_2",
+        "predicate_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=1/1",
+        "binding_index=50"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 5,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_21d0cdffe96ab64e",
+      "problem_id": "v2p_c10_470881e620678604",
+      "dataset_id": "c10",
+      "template_id": "tpl_c2_filtered_group_count_2d",
+      "template_name": "Filtered Two-Dimensional Group Count",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=c4, group_col_2=class.",
+      "bindings": {
+        "group_col": "c4",
+        "group_col_2": "class",
+        "predicate_col": "c4",
+        "predicate_op": ">=",
+        "predicate_value": 10.0,
+        "top_k": 11,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 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
+      },
+      "binding_roles": [
+        "group_col",
+        "group_col_2",
+        "predicate_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=1/1",
+        "binding_index=51"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 5,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_c5361a3ca26288f1",
+      "problem_id": "v2p_c10_45e0eb523db29b9f",
+      "dataset_id": "c10",
+      "template_id": "tpl_c2_filtered_group_count_2d",
+      "template_name": "Filtered Two-Dimensional Group Count",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=s5, group_col_2=c5.",
+      "bindings": {
+        "group_col": "s5",
+        "group_col_2": "c5",
+        "predicate_col": "s5",
+        "predicate_op": ">=",
+        "predicate_value": 3.25,
+        "top_k": 12,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "group_col_2",
+        "predicate_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=1/1",
+        "binding_index=52"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 5,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_c39db350f3f1de5f",
+      "problem_id": "v2p_c10_90762081316b6e41",
+      "dataset_id": "c10",
+      "template_id": "tpl_c2_filtered_group_count_2d",
+      "template_name": "Filtered Two-Dimensional Group Count",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=s5, group_col_2=class.",
+      "bindings": {
+        "group_col": "s5",
+        "group_col_2": "class",
+        "predicate_col": "c5",
+        "predicate_op": ">=",
+        "predicate_value": 11.0,
+        "top_k": 13,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 12.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "group_col_2",
+        "predicate_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=1/1",
+        "binding_index=53"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 5,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_f65969c0a6b486e4",
+      "problem_id": "v2p_c10_09915ded6e3770eb",
+      "dataset_id": "c10",
+      "template_id": "tpl_c2_filtered_group_count_2d",
+      "template_name": "Filtered Two-Dimensional Group Count",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=c5, group_col_2=class.",
+      "bindings": {
+        "group_col": "c5",
+        "group_col_2": "class",
+        "predicate_col": "class",
+        "predicate_op": "=",
+        "predicate_value": "2",
+        "top_k": 14,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "group_col_2",
+        "predicate_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=1/1",
+        "binding_index=54"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 5,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_241fa2aa07075b33",
+      "problem_id": "v2p_c10_e21622c1b39d6d8e",
+      "dataset_id": "c10",
+      "template_id": "tpl_c2_filtered_group_count_2d",
+      "template_name": "Filtered Two-Dimensional Group Count",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=s1, group_col_2=c1.",
+      "bindings": {
+        "group_col": "s1",
+        "group_col_2": "c1",
+        "predicate_col": "s1",
+        "predicate_op": ">=",
+        "predicate_value": 3.25,
+        "top_k": 10,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "group_col_2",
+        "predicate_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=1/1",
+        "binding_index=55"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 5,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_489ba2d451cb96ec",
+      "problem_id": "v2p_c10_d146ebe73602f12d",
+      "dataset_id": "c10",
+      "template_id": "tpl_c2_filtered_group_count_2d",
+      "template_name": "Filtered Two-Dimensional Group Count",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=s1, group_col_2=s2.",
+      "bindings": {
+        "group_col": "s1",
+        "group_col_2": "s2",
+        "predicate_col": "c1",
+        "predicate_op": ">=",
+        "predicate_value": 9.0,
+        "top_k": 11,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "group_col_2",
+        "predicate_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=9",
+        "sql_variant_index=1/1",
+        "binding_index=56"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 5,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_fb57cf013d307b6b",
+      "problem_id": "v2p_c10_13360e72f3bb3704",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_quantile_tail_slice",
+      "template_name": "Quantile Tail Slice",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=s1.",
+      "bindings": {
+        "measure_col": "s1",
+        "top_k": 10,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=1/1",
+        "binding_index=60"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 6,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_fe5c71022ed4db07",
+      "problem_id": "v2p_c10_a9c359f0df0d25f6",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_quantile_tail_slice",
+      "template_name": "Quantile Tail Slice",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=c1.",
+      "bindings": {
+        "measure_col": "c1",
+        "top_k": 11,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 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
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=1/1",
+        "binding_index=61"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 6,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_652d0cf382f04d52",
+      "problem_id": "v2p_c10_305d850c41158b68",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_quantile_tail_slice",
+      "template_name": "Quantile Tail Slice",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=s2.",
+      "bindings": {
+        "measure_col": "s2",
+        "top_k": 12,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=1/1",
+        "binding_index=62"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 6,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_4cae26a440f4469e",
+      "problem_id": "v2p_c10_c67035082fa32981",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_quantile_tail_slice",
+      "template_name": "Quantile Tail Slice",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=c2.",
+      "bindings": {
+        "measure_col": "c2",
+        "top_k": 13,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 12.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=1/1",
+        "binding_index=63"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 6,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_5f1d69c75ae94f14",
+      "problem_id": "v2p_c10_e3d6114aad7afc6b",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_quantile_tail_slice",
+      "template_name": "Quantile Tail Slice",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=s3.",
+      "bindings": {
+        "measure_col": "s3",
+        "top_k": 14,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=1/1",
+        "binding_index=64"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 6,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_98b726e9fb5386fd",
+      "problem_id": "v2p_c10_1d54f846ccaac2ce",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_quantile_tail_slice",
+      "template_name": "Quantile Tail Slice",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=c3.",
+      "bindings": {
+        "measure_col": "c3",
+        "top_k": 10,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=1/1",
+        "binding_index=65"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 6,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_6f74272531a02ca1",
+      "problem_id": "v2p_c10_1f4916f361389c1b",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_quantile_tail_slice",
+      "template_name": "Quantile Tail Slice",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=s4.",
+      "bindings": {
+        "measure_col": "s4",
+        "top_k": 11,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=1/1",
+        "binding_index=66"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 6,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_53b2fba3f0ca5d9b",
+      "problem_id": "v2p_c10_1f2124b423e13eca",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_quantile_tail_slice",
+      "template_name": "Quantile Tail Slice",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=c4.",
+      "bindings": {
+        "measure_col": "c4",
+        "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": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=1/1",
+        "binding_index=67"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 6,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_f2590e155901b642",
+      "problem_id": "v2p_c10_8f999991c0a5496a",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_quantile_tail_slice",
+      "template_name": "Quantile Tail Slice",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=s5.",
+      "bindings": {
+        "measure_col": "s5",
+        "top_k": 13,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=9",
+        "sql_variant_index=1/1",
+        "binding_index=68"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 6,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_234619b8b1cad9a6",
+      "problem_id": "v2p_c10_df13d8b0e18e6539",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=s4, measure_col=s2.",
+      "bindings": {
+        "group_col": "s4",
+        "measure_col": "s2",
+        "top_k": 12,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=1/2",
+        "binding_index=72"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_ffd2b9cfc88bf6bf",
+      "problem_id": "v2p_c10_d9083be607543e46",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=s4, measure_col=s2.",
+      "bindings": {
+        "group_col": "s4",
+        "measure_col": "s2",
+        "top_k": 17,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=2/2",
+        "binding_index=72"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_f06a2e3710be2021",
+      "problem_id": "v2p_c10_cae03c5c8bf22131",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=c4, measure_col=c2.",
+      "bindings": {
+        "group_col": "c4",
+        "measure_col": "c2",
+        "top_k": 13,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 12.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=1/2",
+        "binding_index=73"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_facdd4c747f3ea49",
+      "problem_id": "v2p_c10_11d67ad1ef4c7021",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=c4, measure_col=c2.",
+      "bindings": {
+        "group_col": "c4",
+        "measure_col": "c2",
+        "top_k": 18,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 11.64,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=2/2",
+        "binding_index=73"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_4e899ca77c900d9b",
+      "problem_id": "v2p_c10_0d9fff3bbc340699",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=s5, measure_col=s3.",
+      "bindings": {
+        "group_col": "s5",
+        "measure_col": "s3",
+        "top_k": 14,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=1/2",
+        "binding_index=74"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_998ef03ee49f7054",
+      "problem_id": "v2p_c10_358a929de089aa4e",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=s5, measure_col=s3.",
+      "bindings": {
+        "group_col": "s5",
+        "measure_col": "s3",
+        "top_k": 19,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=2/2",
+        "binding_index=74"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_05ba2cf205f2eb99",
+      "problem_id": "v2p_c10_5571431e127b4895",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=c5, measure_col=c3.",
+      "bindings": {
+        "group_col": "c5",
+        "measure_col": "c3",
+        "top_k": 10,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=1/2",
+        "binding_index=75"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_429ea51526d39b1c",
+      "problem_id": "v2p_c10_fa6114b9e4bc18b7",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=c5, measure_col=c3.",
+      "bindings": {
+        "group_col": "c5",
+        "measure_col": "c3",
+        "top_k": 15,
+        "top_n": 7,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 8.92,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=2/2",
+        "binding_index=75"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_c68929b52984ef15",
+      "problem_id": "v2p_c10_ec88b2856b2ae10f",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=class, measure_col=s4.",
+      "bindings": {
+        "group_col": "class",
+        "measure_col": "s4",
+        "top_k": 11,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=1/2",
+        "binding_index=76"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_d0d716996b610955",
+      "problem_id": "v2p_c10_d75dced0ac15a0ba",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=class, measure_col=s4.",
+      "bindings": {
+        "group_col": "class",
+        "measure_col": "s4",
+        "top_k": 16,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=2/2",
+        "binding_index=76"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_b0c331e4e07d5956",
+      "problem_id": "v2p_c10_f0154b5d7b0adaad",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=s1, measure_col=c4.",
+      "bindings": {
+        "group_col": "s1",
+        "measure_col": "c4",
+        "top_k": 12,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=1/2",
+        "binding_index=77"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_9e1b52f9ea4bef19",
+      "problem_id": "v2p_c10_af69ea5ec815356c",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=s1, measure_col=c4.",
+      "bindings": {
+        "group_col": "s1",
+        "measure_col": "c4",
+        "top_k": 17,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 9.64,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=2/2",
+        "binding_index=77"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_4e32484374bab499",
+      "problem_id": "v2p_c10_a301188e19e9168f",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=c1, measure_col=s5.",
+      "bindings": {
+        "group_col": "c1",
+        "measure_col": "s5",
+        "top_k": 13,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=1/2",
+        "binding_index=78"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_ed7a8b57363cbf51",
+      "problem_id": "v2p_c10_6f2e83341b02f035",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=c1, measure_col=s5.",
+      "bindings": {
+        "group_col": "c1",
+        "measure_col": "s5",
+        "top_k": 18,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=2/2",
+        "binding_index=78"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_c8338a9a53190ad6",
+      "problem_id": "v2p_c10_c4af0071a7e36e1a",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=s2, measure_col=c5.",
+      "bindings": {
+        "group_col": "s2",
+        "measure_col": "c5",
+        "top_k": 14,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 11.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=1/2",
+        "binding_index=79"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_ef0f66175b1c0c50",
+      "problem_id": "v2p_c10_6b9bab631ba2730d",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=s2, measure_col=c5.",
+      "bindings": {
+        "group_col": "s2",
+        "measure_col": "c5",
+        "top_k": 19,
+        "top_n": 7,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 9.92,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=2/2",
+        "binding_index=79"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_0a2d21dabad951e9",
+      "problem_id": "v2p_c10_2b6c922cd3ffa8b8",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=c2, measure_col=s1.",
+      "bindings": {
+        "group_col": "c2",
+        "measure_col": "s1",
+        "top_k": 10,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=9",
+        "sql_variant_index=1/2",
+        "binding_index=80"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_3d42a0a98fd62b6c",
+      "problem_id": "v2p_c10_838973dc902b31bd",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=c2, measure_col=s1.",
+      "bindings": {
+        "group_col": "c2",
+        "measure_col": "s1",
+        "top_k": 15,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=9",
+        "sql_variant_index=2/2",
+        "binding_index=80"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_9991e9af1a8306f7",
+      "problem_id": "v2p_c10_d187fe36536d53a0",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=s3, measure_col=c1.",
+      "bindings": {
+        "group_col": "s3",
+        "measure_col": "c1",
+        "top_k": 11,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 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
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=10",
+        "sql_variant_index=1/2",
+        "binding_index=81"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 10,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_5c61f4a44f06e53b",
+      "problem_id": "v2p_c10_d2a96ae019679f29",
+      "dataset_id": "c10",
+      "template_id": "tpl_tpch_relative_total_threshold",
+      "template_name": "Relative-to-Total Extreme Threshold",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=s3, measure_col=c1.",
+      "bindings": {
+        "group_col": "s3",
+        "measure_col": "c1",
+        "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": 7.56,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=10",
+        "sql_variant_index=2/2",
+        "binding_index=81"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 7,
+      "problem_index_within_template": 10,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_ab04b27fa7f6abb1",
+      "problem_id": "v2p_c10_044b92353205bab9",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=c4, measure_col=s3.",
+      "bindings": {
+        "group_col": "c4",
+        "measure_col": "s3",
+        "top_k": 14,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=1/2",
+        "binding_index=84"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_9cb874384f9a9765",
+      "problem_id": "v2p_c10_84ba3be73dc9f653",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=c4, measure_col=s3.",
+      "bindings": {
+        "group_col": "c4",
+        "measure_col": "s3",
+        "top_k": 19,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=2/2",
+        "binding_index=84"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_e95c606c8b51b765",
+      "problem_id": "v2p_c10_d23e683e564e668e",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=s5, measure_col=c3.",
+      "bindings": {
+        "group_col": "s5",
+        "measure_col": "c3",
+        "top_k": 10,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=1/2",
+        "binding_index=85"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_e92f213ca1a937a8",
+      "problem_id": "v2p_c10_2181c8269dcf941b",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=s5, measure_col=c3.",
+      "bindings": {
+        "group_col": "s5",
+        "measure_col": "c3",
+        "top_k": 15,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 8.92,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=2/2",
+        "binding_index=85"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_39856f4c7da5eae5",
+      "problem_id": "v2p_c10_52a72965a73c3065",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=c5, measure_col=s4.",
+      "bindings": {
+        "group_col": "c5",
+        "measure_col": "s4",
+        "top_k": 11,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=1/2",
+        "binding_index=86"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_95617971455ab4e9",
+      "problem_id": "v2p_c10_deee77998c367994",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=c5, measure_col=s4.",
+      "bindings": {
+        "group_col": "c5",
+        "measure_col": "s4",
+        "top_k": 16,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=2/2",
+        "binding_index=86"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_5215d0692ddd57b7",
+      "problem_id": "v2p_c10_b5686ed8a7939d15",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, measure_col=c4.",
+      "bindings": {
+        "group_col": "class",
+        "measure_col": "c4",
+        "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": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=1/2",
+        "binding_index=87"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_73c4e9dccbfd13f8",
+      "problem_id": "v2p_c10_263fd61c505bc039",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, measure_col=c4.",
+      "bindings": {
+        "group_col": "class",
+        "measure_col": "c4",
+        "top_k": 17,
+        "top_n": 7,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 9.64,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=2/2",
+        "binding_index=87"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_cda2f0fd3dd12dbd",
+      "problem_id": "v2p_c10_f82cdb8ba713c786",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=s1, measure_col=s5.",
+      "bindings": {
+        "group_col": "s1",
+        "measure_col": "s5",
+        "top_k": 13,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=1/2",
+        "binding_index=88"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_72025c8062f48e0c",
+      "problem_id": "v2p_c10_e83b108684f18a58",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=s1, measure_col=s5.",
+      "bindings": {
+        "group_col": "s1",
+        "measure_col": "s5",
+        "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": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=2/2",
+        "binding_index=88"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_ddab2b9f33bbf9c4",
+      "problem_id": "v2p_c10_0fbafa47e66285bf",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=c1, measure_col=c5.",
+      "bindings": {
+        "group_col": "c1",
+        "measure_col": "c5",
+        "top_k": 14,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 11.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=1/2",
+        "binding_index=89"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_fd214ba6ffcefc2f",
+      "problem_id": "v2p_c10_2583507278465a35",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=c1, measure_col=c5.",
+      "bindings": {
+        "group_col": "c1",
+        "measure_col": "c5",
+        "top_k": 19,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 9.92,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=2/2",
+        "binding_index=89"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_612587ba80d4dda7",
+      "problem_id": "v2p_c10_ee6ca0ff38d21339",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=s2, measure_col=s1.",
+      "bindings": {
+        "group_col": "s2",
+        "measure_col": "s1",
+        "top_k": 10,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=1/2",
+        "binding_index=90"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_acee7e0b08a6e910",
+      "problem_id": "v2p_c10_e75959e27eff43ce",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=s2, measure_col=s1.",
+      "bindings": {
+        "group_col": "s2",
+        "measure_col": "s1",
+        "top_k": 15,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=2/2",
+        "binding_index=90"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_1c2a40e4ac188d96",
+      "problem_id": "v2p_c10_f58bb4fc80d854c4",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=c2, measure_col=c1.",
+      "bindings": {
+        "group_col": "c2",
+        "measure_col": "c1",
+        "top_k": 11,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 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
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=1/2",
+        "binding_index=91"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_24cef9fa609aba4a",
+      "problem_id": "v2p_c10_93270cddce0a6150",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=c2, measure_col=c1.",
+      "bindings": {
+        "group_col": "c2",
+        "measure_col": "c1",
+        "top_k": 16,
+        "top_n": 7,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 7.56,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=2/2",
+        "binding_index=91"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_b9d05456b6298989",
+      "problem_id": "v2p_c10_abd80e1a237722c0",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=s3, measure_col=s2.",
+      "bindings": {
+        "group_col": "s3",
+        "measure_col": "s2",
+        "top_k": 12,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=9",
+        "sql_variant_index=1/2",
+        "binding_index=92"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_b06c6844eaa06a7e",
+      "problem_id": "v2p_c10_19baac54382f55fc",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=s3, measure_col=s2.",
+      "bindings": {
+        "group_col": "s3",
+        "measure_col": "s2",
+        "top_k": 17,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=9",
+        "sql_variant_index=2/2",
+        "binding_index=92"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_83103096df3a514d",
+      "problem_id": "v2p_c10_431cde4467aa0857",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=c3, measure_col=c2.",
+      "bindings": {
+        "group_col": "c3",
+        "measure_col": "c2",
+        "top_k": 13,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 12.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=10",
+        "sql_variant_index=1/2",
+        "binding_index=93"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 10,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_a98b856c922ba2ad",
+      "problem_id": "v2p_c10_a030387c38f99904",
+      "dataset_id": "c10",
+      "template_id": "tpl_grouped_percentile_point",
+      "template_name": "Grouped Percentile Point",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_concentration_consistency",
+      "intended_facet_id": "rare_target_concentration",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=c3, measure_col=c2.",
+      "bindings": {
+        "group_col": "c3",
+        "measure_col": "c2",
+        "top_k": 18,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 11.64,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+      "notes": [
+        "default_facets=rare_target_concentration",
+        "template_selection_mode=rule",
+        "problem_index_within_template=10",
+        "sql_variant_index=2/2",
+        "binding_index=93"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 8,
+      "problem_index_within_template": 10,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_f13e0e6602b85f7a",
+      "problem_id": "v2p_c10_57f4ff1a1b358f18",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=s5, condition_col=class.",
+      "bindings": {
+        "group_col": "s5",
+        "condition_col": "class",
+        "condition_value": "0",
+        "positive_value": "0",
+        "negative_value": "1",
+        "top_k": 11,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=1/2",
+        "binding_index=96"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_cc8b22c6f37d2499",
+      "problem_id": "v2p_c10_649450f577e19800",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=s5, condition_col=class.",
+      "bindings": {
+        "group_col": "s5",
+        "condition_col": "class",
+        "condition_value": "1",
+        "positive_value": "0",
+        "negative_value": "1",
+        "top_k": 16,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=2/2",
+        "binding_index=96"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_91e5398d59a59adf",
+      "problem_id": "v2p_c10_fd4de93411ce7628",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=c5, condition_col=s1.",
+      "bindings": {
+        "group_col": "c5",
+        "condition_col": "s1",
+        "condition_value": "1",
+        "positive_value": "1",
+        "negative_value": "2",
+        "top_k": 12,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=1/2",
+        "binding_index=97"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_0653c9fa08e673b7",
+      "problem_id": "v2p_c10_fac06ec52865343f",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=c5, condition_col=s1.",
+      "bindings": {
+        "group_col": "c5",
+        "condition_col": "s1",
+        "condition_value": "2",
+        "positive_value": "1",
+        "negative_value": "2",
+        "top_k": 17,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=2/2",
+        "binding_index=97"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_7d0690b3ffd44155",
+      "problem_id": "v2p_c10_963eea0dd083195f",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=class, condition_col=s2.",
+      "bindings": {
+        "group_col": "class",
+        "condition_col": "s2",
+        "condition_value": "1",
+        "positive_value": "1",
+        "negative_value": "2",
+        "top_k": 13,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=1/2",
+        "binding_index=98"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_c7a42fb1659082a6",
+      "problem_id": "v2p_c10_ad70816cd41a5294",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=class, condition_col=s2.",
+      "bindings": {
+        "group_col": "class",
+        "condition_col": "s2",
+        "condition_value": "2",
+        "positive_value": "1",
+        "negative_value": "2",
+        "top_k": 18,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=2/2",
+        "binding_index=98"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_309f0fdbdc548d7e",
+      "problem_id": "v2p_c10_5c9d62c48120ac3d",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=s1, condition_col=s3.",
+      "bindings": {
+        "group_col": "s1",
+        "condition_col": "s3",
+        "condition_value": "2",
+        "positive_value": "2",
+        "negative_value": "1",
+        "top_k": 14,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 11.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=1/2",
+        "binding_index=99"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_8abd25bf9b1353e5",
+      "problem_id": "v2p_c10_fdb2e53006bb3087",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=s1, condition_col=s3.",
+      "bindings": {
+        "group_col": "s1",
+        "condition_col": "s3",
+        "condition_value": "1",
+        "positive_value": "2",
+        "negative_value": "1",
+        "top_k": 19,
+        "top_n": 7,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 11.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=2/2",
+        "binding_index=99"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_4c336080e132098a",
+      "problem_id": "v2p_c10_4bd60f608cfa302a",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=c1, condition_col=s4.",
+      "bindings": {
+        "group_col": "c1",
+        "condition_col": "s4",
+        "condition_value": "2",
+        "positive_value": "2",
+        "negative_value": "4",
+        "top_k": 10,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=1/2",
+        "binding_index=100"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_6ea09d441ca06f3d",
+      "problem_id": "v2p_c10_ec76265766f4cd75",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=c1, condition_col=s4.",
+      "bindings": {
+        "group_col": "c1",
+        "condition_col": "s4",
+        "condition_value": "4",
+        "positive_value": "2",
+        "negative_value": "4",
+        "top_k": 15,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=2/2",
+        "binding_index=100"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_e206d7f3ebfd5b5d",
+      "problem_id": "v2p_c10_8d25585100aeab5d",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=s2, condition_col=s5.",
+      "bindings": {
+        "group_col": "s2",
+        "condition_col": "s5",
+        "condition_value": "1",
+        "positive_value": "1",
+        "negative_value": "4",
+        "top_k": 11,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 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
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=1/2",
+        "binding_index=101"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_1b3dc36df9714df2",
+      "problem_id": "v2p_c10_6d77b8a7d86b631e",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=s2, condition_col=s5.",
+      "bindings": {
+        "group_col": "s2",
+        "condition_col": "s5",
+        "condition_value": "4",
+        "positive_value": "1",
+        "negative_value": "4",
+        "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
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=2/2",
+        "binding_index=101"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_943c6cfddd1d12e8",
+      "problem_id": "v2p_c10_c449b4637834b462",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=c2, condition_col=class.",
+      "bindings": {
+        "group_col": "c2",
+        "condition_col": "class",
+        "condition_value": "0",
+        "positive_value": "0",
+        "negative_value": "1",
+        "top_k": 12,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=1/2",
+        "binding_index=102"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_a454bc8581cc9792",
+      "problem_id": "v2p_c10_a6de66f47b7e43d1",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=c2, condition_col=class.",
+      "bindings": {
+        "group_col": "c2",
+        "condition_col": "class",
+        "condition_value": "1",
+        "positive_value": "0",
+        "negative_value": "1",
+        "top_k": 17,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=2/2",
+        "binding_index=102"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_c31779354b6d3dbc",
+      "problem_id": "v2p_c10_88eaba5ef3776695",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=s3, condition_col=s1.",
+      "bindings": {
+        "group_col": "s3",
+        "condition_col": "s1",
+        "condition_value": "1",
+        "positive_value": "1",
+        "negative_value": "2",
+        "top_k": 13,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 12.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=1/2",
+        "binding_index=103"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_39a4088d7df9c8c8",
+      "problem_id": "v2p_c10_777d711835bbbd35",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=s3, condition_col=s1.",
+      "bindings": {
+        "group_col": "s3",
+        "condition_col": "s1",
+        "condition_value": "2",
+        "positive_value": "1",
+        "negative_value": "2",
+        "top_k": 18,
+        "top_n": 7,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 12.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=2/2",
+        "binding_index=103"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_673220ff767f12a5",
+      "problem_id": "v2p_c10_715a8d1141940f63",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "within_group_proportion",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=c3, condition_col=s2.",
+      "bindings": {
+        "group_col": "c3",
+        "condition_col": "s2",
+        "condition_value": "1",
+        "positive_value": "1",
+        "negative_value": "2",
+        "top_k": 14,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=9",
+        "sql_variant_index=1/2",
+        "binding_index=104"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_906fcbed6dd6841f",
+      "problem_id": "v2p_c10_192dac20909d4490",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_group_condition_rate",
+      "template_name": "Grouped Condition Rate",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "dependency_strength_similarity",
+      "intended_facet_id": "pairwise_conditional_dependency",
+      "variant_semantic_role": "focused_target_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=c3, condition_col=s2.",
+      "bindings": {
+        "group_col": "c3",
+        "condition_col": "s2",
+        "condition_value": "2",
+        "positive_value": "1",
+        "negative_value": "2",
+        "top_k": 19,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "condition_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+      "notes": [
+        "default_facets=pairwise_conditional_dependency",
+        "template_selection_mode=rule",
+        "problem_index_within_template=9",
+        "sql_variant_index=2/2",
+        "binding_index=104"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 9,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_6834ece4ea14b5f6",
+      "problem_id": "v2p_c10_2bd53f44d2f67401",
+      "dataset_id": "c10",
+      "template_id": "tpl_threshold_rarity_cdf",
+      "template_name": "Threshold Rarity CDF",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=s5.",
+      "bindings": {
+        "measure_col": "s5",
+        "top_k": 13,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=1/1",
+        "binding_index=108"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 10,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_9c715706362b5c03",
+      "problem_id": "v2p_c10_792fcb07e0d2c1ec",
+      "dataset_id": "c10",
+      "template_id": "tpl_threshold_rarity_cdf",
+      "template_name": "Threshold Rarity CDF",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=c5.",
+      "bindings": {
+        "measure_col": "c5",
+        "top_k": 14,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 11.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=1/1",
+        "binding_index=109"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 10,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_ed72b63222fbca99",
+      "problem_id": "v2p_c10_9ce0c7cbd353663c",
+      "dataset_id": "c10",
+      "template_id": "tpl_threshold_rarity_cdf",
+      "template_name": "Threshold Rarity CDF",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=s1.",
+      "bindings": {
+        "measure_col": "s1",
+        "top_k": 10,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=1/1",
+        "binding_index=110"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 10,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_2cc57744aaf67cf4",
+      "problem_id": "v2p_c10_7482268f594dbe93",
+      "dataset_id": "c10",
+      "template_id": "tpl_threshold_rarity_cdf",
+      "template_name": "Threshold Rarity CDF",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=c1.",
+      "bindings": {
+        "measure_col": "c1",
+        "top_k": 11,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 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
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=1/1",
+        "binding_index=111"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 10,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_ba3420d09cda5a1c",
+      "problem_id": "v2p_c10_42752342e97102c1",
+      "dataset_id": "c10",
+      "template_id": "tpl_threshold_rarity_cdf",
+      "template_name": "Threshold Rarity CDF",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=s2.",
+      "bindings": {
+        "measure_col": "s2",
+        "top_k": 12,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=1/1",
+        "binding_index=112"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 10,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_7346f3847c78ea86",
+      "problem_id": "v2p_c10_ca849d7b920778e1",
+      "dataset_id": "c10",
+      "template_id": "tpl_threshold_rarity_cdf",
+      "template_name": "Threshold Rarity CDF",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=c2.",
+      "bindings": {
+        "measure_col": "c2",
+        "top_k": 13,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 12.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=1/1",
+        "binding_index=113"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 10,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_b2c5568e0628177b",
+      "problem_id": "v2p_c10_850697e9133785bb",
+      "dataset_id": "c10",
+      "template_id": "tpl_threshold_rarity_cdf",
+      "template_name": "Threshold Rarity CDF",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=s3.",
+      "bindings": {
+        "measure_col": "s3",
+        "top_k": 14,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=1/1",
+        "binding_index=114"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 10,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_cf310ea2ad0854ef",
+      "problem_id": "v2p_c10_974009ef18f05351",
+      "dataset_id": "c10",
+      "template_id": "tpl_threshold_rarity_cdf",
+      "template_name": "Threshold Rarity CDF",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=c3.",
+      "bindings": {
+        "measure_col": "c3",
+        "top_k": 10,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=1/1",
+        "binding_index=115"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 10,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_94c3c3a327410b81",
+      "problem_id": "v2p_c10_0710789a2b9f2e60",
+      "dataset_id": "c10",
+      "template_id": "tpl_threshold_rarity_cdf",
+      "template_name": "Threshold Rarity CDF",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=s4.",
+      "bindings": {
+        "measure_col": "s4",
+        "top_k": 11,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=9",
+        "sql_variant_index=1/1",
+        "binding_index=116"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 10,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_18fa41b10ff8df11",
+      "problem_id": "v2p_c10_ba60751d744999a0",
+      "dataset_id": "c10",
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=class.",
+      "bindings": {
+        "group_col": "class",
+        "top_k": 10,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=1/2",
+        "binding_index=120"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 11,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_bdcb3d3f268ec55f",
+      "problem_id": "v2p_c10_f301b21f06460ab4",
+      "dataset_id": "c10",
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=class.",
+      "bindings": {
+        "group_col": "class",
+        "top_k": 15,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=2/2",
+        "binding_index=120"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 11,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_e92d158395756316",
+      "problem_id": "v2p_c10_06469a72a7a35626",
+      "dataset_id": "c10",
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=s1.",
+      "bindings": {
+        "group_col": "s1",
+        "top_k": 11,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 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
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=1/2",
+        "binding_index=121"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 11,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_e6adc0896ac7fb3d",
+      "problem_id": "v2p_c10_a053ac78fdd6a599",
+      "dataset_id": "c10",
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=s1.",
+      "bindings": {
+        "group_col": "s1",
+        "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
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=2/2",
+        "binding_index=121"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 11,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_8109f7b2367ed93b",
+      "problem_id": "v2p_c10_da700d6ea83fed66",
+      "dataset_id": "c10",
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=c1.",
+      "bindings": {
+        "group_col": "c1",
+        "top_k": 12,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=1/2",
+        "binding_index=122"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 11,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_2fcf1ac47aea66f9",
+      "problem_id": "v2p_c10_81270bf09ef20d7e",
+      "dataset_id": "c10",
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=c1.",
+      "bindings": {
+        "group_col": "c1",
+        "top_k": 17,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=2/2",
+        "binding_index=122"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 11,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_fca669641e977dac",
+      "problem_id": "v2p_c10_7199b70f6d03b475",
+      "dataset_id": "c10",
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=s2.",
+      "bindings": {
+        "group_col": "s2",
+        "top_k": 13,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 12.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=1/2",
+        "binding_index=123"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 11,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_732cacdd45550044",
+      "problem_id": "v2p_c10_8d1dadbce9c42705",
+      "dataset_id": "c10",
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=s2.",
+      "bindings": {
+        "group_col": "s2",
+        "top_k": 18,
+        "top_n": 7,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 12.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=2/2",
+        "binding_index=123"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 11,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_1c88934a8c131726",
+      "problem_id": "v2p_c10_ad4c4ab91d4a2358",
+      "dataset_id": "c10",
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=c2.",
+      "bindings": {
+        "group_col": "c2",
+        "top_k": 14,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=1/2",
+        "binding_index=124"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 11,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_c695e8e29a4d4ea5",
+      "problem_id": "v2p_c10_45f2a7a367fbd648",
+      "dataset_id": "c10",
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=c2.",
+      "bindings": {
+        "group_col": "c2",
+        "top_k": 19,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=2/2",
+        "binding_index=124"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 11,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_e2b7fba924f2736d",
+      "problem_id": "v2p_c10_938846d63aa2d100",
+      "dataset_id": "c10",
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=s3.",
+      "bindings": {
+        "group_col": "s3",
+        "top_k": 10,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=1/2",
+        "binding_index=125"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 11,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_ff9418d22be5fa2b",
+      "problem_id": "v2p_c10_191cd3a39455a045",
+      "dataset_id": "c10",
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=s3.",
+      "bindings": {
+        "group_col": "s3",
+        "top_k": 15,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=2/2",
+        "binding_index=125"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 11,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_c10712d389776d96",
+      "problem_id": "v2p_c10_982cdd346ae448c1",
+      "dataset_id": "c10",
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=c3.",
+      "bindings": {
+        "group_col": "c3",
+        "top_k": 11,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=1/2",
+        "binding_index=126"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 11,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_f5c86084847c1f17",
+      "problem_id": "v2p_c10_3e226f402486ad21",
+      "dataset_id": "c10",
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_set_consistency",
+      "intended_facet_id": "low_support_extremes",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=c3.",
+      "bindings": {
+        "group_col": "c3",
+        "top_k": 16,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+      "notes": [
+        "default_facets=low_support_extremes",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=2/2",
+        "binding_index=126"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 11,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_76e9f2bf644f7c99",
+      "problem_id": "v2p_c10_7f2611ece24506b2",
+      "dataset_id": "c10",
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=s4.",
+      "bindings": {
+        "group_col": "s4",
+        "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": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=1/2",
+        "binding_index=127"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 11,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_45138b94855d4e26",
+      "problem_id": "v2p_c10_5c2576fd244974cb",
+      "dataset_id": "c10",
+      "template_id": "tpl_tail_low_support_group_count_v2",
+      "template_name": "Low-Support Group Count",
+      "family_id": "tail_rarity_structure",
+      "canonical_subitem_id": "tail_mass_similarity",
+      "intended_facet_id": "tail_ranked_signal",
+      "variant_semantic_role": "rare_extreme_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=s4.",
+      "bindings": {
+        "group_col": "s4",
+        "top_k": 17,
+        "top_n": 7,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+      "notes": [
+        "default_facets=tail_ranked_signal",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=2/2",
+        "binding_index=127"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 11,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_9d8ed88906291d3c",
+      "problem_id": "v2p_c10_c258d50de28eb478",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=s1, measure_col=s2.",
+      "bindings": {
+        "group_col": "s1",
+        "measure_col": "s2",
+        "top_k": 12,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=1/2",
+        "binding_index=132"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_19257aa950372507",
+      "problem_id": "v2p_c10_11d9b5ed54b2f872",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=s1, measure_col=s2.",
+      "bindings": {
+        "group_col": "s1",
+        "measure_col": "s2",
+        "top_k": 17,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=1",
+        "sql_variant_index=2/2",
+        "binding_index=132"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_9f14a5c90687f43d",
+      "problem_id": "v2p_c10_508a93d69f2acca9",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=c1, measure_col=c2.",
+      "bindings": {
+        "group_col": "c1",
+        "measure_col": "c2",
+        "top_k": 13,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 12.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=1/2",
+        "binding_index=133"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_ead67bb484d38e2e",
+      "problem_id": "v2p_c10_d57a429a357f4f27",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=c1, measure_col=c2.",
+      "bindings": {
+        "group_col": "c1",
+        "measure_col": "c2",
+        "top_k": 18,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 11.64,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=2",
+        "sql_variant_index=2/2",
+        "binding_index=133"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_789fc95a5f18c79e",
+      "problem_id": "v2p_c10_f462821f98f23161",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=s2, measure_col=s3.",
+      "bindings": {
+        "group_col": "s2",
+        "measure_col": "s3",
+        "top_k": 14,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=1/2",
+        "binding_index=134"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_d08c140d4b1c202c",
+      "problem_id": "v2p_c10_93c9805160f7fdec",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=s2, measure_col=s3.",
+      "bindings": {
+        "group_col": "s2",
+        "measure_col": "s3",
+        "top_k": 19,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=3",
+        "sql_variant_index=2/2",
+        "binding_index=134"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_f136548ccd94872a",
+      "problem_id": "v2p_c10_1509ecbeeb0839f4",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=c2, measure_col=c3.",
+      "bindings": {
+        "group_col": "c2",
+        "measure_col": "c3",
+        "top_k": 10,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=1/2",
+        "binding_index=135"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_9100b585233535f5",
+      "problem_id": "v2p_c10_56955d440b138304",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=c2, measure_col=c3.",
+      "bindings": {
+        "group_col": "c2",
+        "measure_col": "c3",
+        "top_k": 15,
+        "top_n": 7,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 8.92,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=4",
+        "sql_variant_index=2/2",
+        "binding_index=135"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_e9e965c2627ff3bf",
+      "problem_id": "v2p_c10_2d057cce83e7e6d3",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=s3, measure_col=s4.",
+      "bindings": {
+        "group_col": "s3",
+        "measure_col": "s4",
+        "top_k": 11,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=1/2",
+        "binding_index=136"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_c7a06dfec744e1ac",
+      "problem_id": "v2p_c10_b67abbe895a2a5ec",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=s3, measure_col=s4.",
+      "bindings": {
+        "group_col": "s3",
+        "measure_col": "s4",
+        "top_k": 16,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=5",
+        "sql_variant_index=2/2",
+        "binding_index=136"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_583406d36bb0b638",
+      "problem_id": "v2p_c10_d8254aac71b173a7",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=c3, measure_col=c4.",
+      "bindings": {
+        "group_col": "c3",
+        "measure_col": "c4",
+        "top_k": 12,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 10.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=1/2",
+        "binding_index=137"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_8a58c0fccc5fd4f1",
+      "problem_id": "v2p_c10_91feec8711727a84",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=c3, measure_col=c4.",
+      "bindings": {
+        "group_col": "c3",
+        "measure_col": "c4",
+        "top_k": 17,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 9.64,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=6",
+        "sql_variant_index=2/2",
+        "binding_index=137"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_0067b8f960b0972c",
+      "problem_id": "v2p_c10_5798877270ed6f98",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=s4, measure_col=s5.",
+      "bindings": {
+        "group_col": "s4",
+        "measure_col": "s5",
+        "top_k": 13,
+        "top_n": 5,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=1/2",
+        "binding_index=138"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_3f653372ce3d6f6f",
+      "problem_id": "v2p_c10_ba8dacd25c8d3482",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=s4, measure_col=s5.",
+      "bindings": {
+        "group_col": "s4",
+        "measure_col": "s5",
+        "top_k": 18,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=7",
+        "sql_variant_index=2/2",
+        "binding_index=138"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_356d3fd16667008d",
+      "problem_id": "v2p_c10_18e8632ecba7c0da",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=c4, measure_col=c5.",
+      "bindings": {
+        "group_col": "c4",
+        "measure_col": "c5",
+        "top_k": 14,
+        "top_n": 6,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 11.0,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=1/2",
+        "binding_index=139"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_698eb9272fb8d2b2",
+      "problem_id": "v2p_c10_d361574632dc257a",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "direction_consistency",
+      "intended_facet_id": "conditional_rate_shift",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=c4, measure_col=c5.",
+      "bindings": {
+        "group_col": "c4",
+        "measure_col": "c5",
+        "top_k": 19,
+        "top_n": 7,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 9.92,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_rate_shift",
+        "template_selection_mode=rule",
+        "problem_index_within_template=8",
+        "sql_variant_index=2/2",
+        "binding_index=139"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_343d3d177c7a9211",
+      "problem_id": "v2p_c10_2bac4f724ade4836",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "filtered_stable_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=s5, measure_col=s1.",
+      "bindings": {
+        "group_col": "s5",
+        "measure_col": "s1",
+        "top_k": 10,
+        "top_n": 3,
+        "num_tiles": 10,
+        "percentile_value": 0.95,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.1,
+        "baseline_multiplier": 1.5,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 5,
+        "measure_threshold": 3.25,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=9",
+        "sql_variant_index=1/2",
+        "binding_index=140"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 1,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_bff8b9fd85f07411",
+      "problem_id": "v2p_c10_8c9300383fccc159",
+      "dataset_id": "c10",
+      "template_id": "tpl_m4_window_partition_avg",
+      "template_name": "Window Partition Average",
+      "family_id": "conditional_dependency_structure",
+      "canonical_subitem_id": "slice_level_consistency",
+      "intended_facet_id": "conditional_interaction_hotspots",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "planner_selected",
+      "source_kind": "agent",
+      "realization_mode": "agent",
+      "gate_priority": "primary",
+      "extended_family": false,
+      "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=s5, measure_col=s1.",
+      "bindings": {
+        "group_col": "s5",
+        "measure_col": "s1",
+        "top_k": 15,
+        "top_n": 4,
+        "num_tiles": 10,
+        "percentile_value": 0.9,
+        "z_threshold": 2.0,
+        "fraction_threshold": 0.05,
+        "baseline_multiplier": 1.75,
+        "baseline_fraction": 0.1,
+        "min_group_size": 5,
+        "min_support": 4,
+        "measure_threshold": 2.98,
+        "time_grain": "month",
+        "lookback_rows": 3,
+        "current_period_start": "'2024-01-01'",
+        "current_period_end": "'2024-04-01'",
+        "previous_period_start": "'2023-10-01'",
+        "previous_period_end": "'2024-01-01'",
+        "drift_ratio_threshold": 0.8
+      },
+      "binding_roles": [
+        "group_col",
+        "measure_col"
+      ],
+      "coverage_target_min": "5",
+      "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+      "notes": [
+        "default_facets=conditional_interaction_hotspots",
+        "template_selection_mode=rule",
+        "problem_index_within_template=9",
+        "sql_variant_index=2/2",
+        "binding_index=140"
+      ],
+      "template_selection_mode": "rule",
+      "selected_template_rank": 12,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 2,
+      "sql_variant_total": 2
+    },
+    {
+      "query_record_id": "v2q_c10_a09a6819a09d2af1",
+      "problem_id": "v2p_c10_662dce1e2c6fb2c3",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_distinct_share_profile",
+      "template_name": "Cardinality Distinct Share Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "support_concentration",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=s1.",
+      "bindings": {
+        "group_col": "s1"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=1",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_8e6f24cc9fb8712a",
+      "problem_id": "v2p_c10_fa3c52de4370c612",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_distinct_share_profile",
+      "template_name": "Cardinality Distinct Share Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "value_imbalance_profile",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=c1.",
+      "bindings": {
+        "group_col": "c1"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=2",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_da67ce6e84a623e8",
+      "problem_id": "v2p_c10_bcba3fe960a783d6",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_distinct_share_profile",
+      "template_name": "Cardinality Distinct Share Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "support_concentration",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=s2.",
+      "bindings": {
+        "group_col": "s2"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=3",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_6a039be5124870cc",
+      "problem_id": "v2p_c10_1def8d8357078b78",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_distinct_share_profile",
+      "template_name": "Cardinality Distinct Share Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "value_imbalance_profile",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=c2.",
+      "bindings": {
+        "group_col": "c2"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=4",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_1713a14cf96c213d",
+      "problem_id": "v2p_c10_ef3762f2d1c50310",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_distinct_share_profile",
+      "template_name": "Cardinality Distinct Share Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "support_concentration",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=s3.",
+      "bindings": {
+        "group_col": "s3"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=5",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_100edac51cd38553",
+      "problem_id": "v2p_c10_4b169e9852122a56",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_distinct_share_profile",
+      "template_name": "Cardinality Distinct Share Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "value_imbalance_profile",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=c3.",
+      "bindings": {
+        "group_col": "c3"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=6",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_a465e69082a4a194",
+      "problem_id": "v2p_c10_e357c6fc6381583b",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_distinct_share_profile",
+      "template_name": "Cardinality Distinct Share Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "support_concentration",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=s4.",
+      "bindings": {
+        "group_col": "s4"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=7",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_8c6d1b1c1a0011a2",
+      "problem_id": "v2p_c10_689f8601ebaf53fb",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_distinct_share_profile",
+      "template_name": "Cardinality Distinct Share Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "value_imbalance_profile",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=c4.",
+      "bindings": {
+        "group_col": "c4"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=8",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_0a27c78763ccabce",
+      "problem_id": "v2p_c10_bd340f304c661582",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_distinct_share_profile",
+      "template_name": "Cardinality Distinct Share Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "support_concentration",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=s5.",
+      "bindings": {
+        "group_col": "s5"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=9",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_a58941e83badfe03",
+      "problem_id": "v2p_c10_a7d1453c813cc7e7",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_distinct_share_profile",
+      "template_name": "Cardinality Distinct Share Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "value_imbalance_profile",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=c5.",
+      "bindings": {
+        "group_col": "c5"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=10",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 10,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_d2c53e5ebcc54c89",
+      "problem_id": "v2p_c10_a51a86d59e664b45",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_distinct_share_profile",
+      "template_name": "Cardinality Distinct Share Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "support_concentration",
+      "variant_semantic_role": "ranked_signal_view",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=class.",
+      "bindings": {
+        "group_col": "class"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=11",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 11,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_57dcf1ec83f9d50b",
+      "problem_id": "v2p_c10_a552459169e616ef",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_support_rank_profile",
+      "template_name": "Cardinality Support Rank Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "support_concentration",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=s1.",
+      "bindings": {
+        "group_col": "s1"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=1",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 1,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_0b368d0941218364",
+      "problem_id": "v2p_c10_eeec632c49f7811b",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_support_rank_profile",
+      "template_name": "Cardinality Support Rank Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "value_imbalance_profile",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=c1.",
+      "bindings": {
+        "group_col": "c1"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=2",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 2,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_a3ef70cc9ec5f68f",
+      "problem_id": "v2p_c10_41963c83521fb8d5",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_support_rank_profile",
+      "template_name": "Cardinality Support Rank Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "support_concentration",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=s2.",
+      "bindings": {
+        "group_col": "s2"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=3",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 3,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_c009e6346d39cd0a",
+      "problem_id": "v2p_c10_55ec9d5ce2f50fbc",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_support_rank_profile",
+      "template_name": "Cardinality Support Rank Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "value_imbalance_profile",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=c2.",
+      "bindings": {
+        "group_col": "c2"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=4",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 4,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_afc97ff02bf4e1e8",
+      "problem_id": "v2p_c10_d47b4099f2659050",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_support_rank_profile",
+      "template_name": "Cardinality Support Rank Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "support_concentration",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=s3.",
+      "bindings": {
+        "group_col": "s3"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=5",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 5,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_d7e02eb205f33e1f",
+      "problem_id": "v2p_c10_0cfc5fa490dca8bd",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_support_rank_profile",
+      "template_name": "Cardinality Support Rank Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "value_imbalance_profile",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=c3.",
+      "bindings": {
+        "group_col": "c3"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=6",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 6,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_f7e014c1190977ef",
+      "problem_id": "v2p_c10_54835c38b046874d",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_support_rank_profile",
+      "template_name": "Cardinality Support Rank Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "support_concentration",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=s4.",
+      "bindings": {
+        "group_col": "s4"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=7",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 7,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_c11fe15db7792c62",
+      "problem_id": "v2p_c10_5f77cbf17b0be30b",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_support_rank_profile",
+      "template_name": "Cardinality Support Rank Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "value_imbalance_profile",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=c4.",
+      "bindings": {
+        "group_col": "c4"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=8",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 8,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_8b2e410014028401",
+      "problem_id": "v2p_c10_242ba16746a87f03",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_support_rank_profile",
+      "template_name": "Cardinality Support Rank Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "support_concentration",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=s5.",
+      "bindings": {
+        "group_col": "s5"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=9",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 9,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_b8214abeaf7efcde",
+      "problem_id": "v2p_c10_cbcef900706065ef",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_support_rank_profile",
+      "template_name": "Cardinality Support Rank Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "value_imbalance_profile",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=c5.",
+      "bindings": {
+        "group_col": "c5"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=10",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 10,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    },
+    {
+      "query_record_id": "v2q_c10_6c6516c608773edc",
+      "problem_id": "v2p_c10_3b6847c97553dad6",
+      "dataset_id": "c10",
+      "template_id": "tpl_cardinality_support_rank_profile",
+      "template_name": "Cardinality Support Rank Profile",
+      "family_id": "cardinality_structure",
+      "canonical_subitem_id": "support_rank_profile_consistency",
+      "intended_facet_id": "support_concentration",
+      "variant_semantic_role": "count_distribution",
+      "subitem_assignment_source": "template_fixed",
+      "source_kind": "deterministic",
+      "realization_mode": "deterministic",
+      "gate_priority": "deterministic",
+      "extended_family": true,
+      "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=class.",
+      "bindings": {
+        "group_col": "class"
+      },
+      "binding_roles": [
+        "group_col"
+      ],
+      "coverage_target_min": "enumerate_all_applicable",
+      "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+      "notes": [
+        "default_facets=support_concentration,value_imbalance_profile",
+        "template_selection_mode=deterministic",
+        "problem_index_within_template=11",
+        "sql_variant_index=1/1"
+      ],
+      "template_selection_mode": "deterministic",
+      "selected_template_rank": 0,
+      "problem_index_within_template": 11,
+      "sql_variant_index": 1,
+      "sql_variant_total": 1
+    }
+  ],
+  "deficits": []
+}