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"sql_source_manifest_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/run_manifest.json", "sql_source_registry_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/grounding/registries/v2_cli_20260502_081223_a_query_registry_v2.jsonl", "sql": "SELECT CAST(\"V\" AS REAL) AS \"V\", SUM(CAST(\"RH\" AS REAL)) AS \"total_measure\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL)\nORDER BY \"total_measure\" DESC", "query_score": 0.417285, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.0, "strict_set_score": 0.0, "key_set_score": 0.7044728434504792, "profile_score": 0.7044728434504792, "row_count_score": 0.7072, "column_score": 1.0, "key_columns": ["V"], "measure_columns": ["total_measure"], "result_role_annotation_key": "", "result_role_annotation_confidence": null, "result_role_annotation_contract_version": "", "key_column_source": "regex_fallback", "real_rows": 625, "synthetic_rows": 442, "real_columns": ["V", "total_measure"], "synthetic_columns": ["V", "total_measure"], "query_score_method": "composite_key_profile_rowcount_column", "score_contract_version": "real_vs_synthetic_sql_result_v2", "score_weights": {"strict_set_score": 0.45, "key_set_score": 0.2, "profile_score": 0.15, "row_count_score": 0.1, "column_score": 0.1}, "composite_score": 0.4172854952076678}, "canonical_subitem_id": "internal_profile_stability", "contract_version": "analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "collapsed_target_view", "normalized_intended_facet_id": "subgroup_conditional_contrast", "subitem_inference_source": "facet", "subitem_inference_note": "subgroup_conditional_contrast"} +{"provenance_contract_version": "evaluation_source_provenance_v1", "real_reference_split": "train", "real_source_kind": "reference_split_csv", "real_source_dataset_id": "n20", "real_source_split": "train", "real_source_path": "/data/jialinzhang/Datasets/tabular_datasets/n20/n20-train.csv", "real_source_exists": true, "real_source_mtime_utc": "2026-02-28T00:54:45.459197+00:00", "real_source_size_bytes": 291758, "dataset_id": "n20", "model_id": "realtabformer", "server_type": "specialized_trainonly", "root_name": "SpecializedModels-trainonly-v1", "root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "run_id": "rtf-n20-20260330_023856", "synthetic_csv_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "metadata_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/runtime_result.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/input_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/public_gate_report.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/normalized_schema_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/staged_input_manifest.json"], "log_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/train_20260330_023856.log", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/gen_20260330_043036.log"], "discovered_via": "n20_realtabformer_backfill", "timestamp_utc": null, "synthetic_source_mtime_utc": null, "synthetic_source_size_bytes": 32394, "gpu_seconds_raw": 0.0, "gpu_hours_equivalent": 0.0, "gpu_hours_source": "not_recomputed", "cost_usd": 0.0, "asset_key": "n20__specialized_trainonly__realtabformer__rtf-n20-20260330_023856", "model_server_key": "realtabformer__specialized_trainonly", "synthetic_source_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "synthetic_source_root_name": "SpecializedModels-trainonly-v1", "synthetic_source_root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "synthetic_source_asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "synthetic_source_run_id": "rtf-n20-20260330_023856", "synthetic_source_discovered_via": "n20_realtabformer_backfill", "query_id": "v2q_n20_04627e887d026a61", "question_id": "v2q_n20_04627e887d026a61", "sql_index": 1, "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=V.", "template_id": "tpl_grouped_percentile_point", "template_name": "Grouped Percentile Point", "family_id": "tail_rarity_structure", "intended_facet_id": "rare_target_concentration", "variant_semantic_role": "ranked_signal_view", "stable_question_id": "v2q_n20_04627e887d026a61", "query_identity_stable_key": "n20::v2q_n20_04627e887d026a61", "source_sql_run_id": "v2_cli_20260502_081223_a", "sql_engine": "cli", "sql_model": "", "sql_source_version": "v2", "sql_source_label": "v2_current", "sql_source_description": "current registry-backed workload SQL under logs/subitem_workload_v2/", "sql_source_root": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs", "sql_source_kind": "current_query_registry", "sql_source_selection_mode": "latest_per_query_record_id", "sql_origin_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_04627e887d026a61.sql", "sql_source_manifest_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/run_manifest.json", "sql_source_registry_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/grounding/registries/v2_cli_20260502_081223_a_query_registry_v2.jsonl", "sql": "SELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"V\" AS REAL) AS \"percentile_measure\"\nFROM \"n20\"\nWHERE \"V\" IS NOT NULL\nGROUP BY \"V\"\nORDER BY \"percentile_measure\" DESC\nLIMIT 14", "query_score": 0.418182, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.2727272727272727, "strict_set_score": 0.2727272727272727, "key_set_score": 0.2727272727272727, "profile_score": 0.2727272727272727, "row_count_score": 1.0, "column_score": 1.0, "key_columns": ["V"], "measure_columns": ["percentile_measure"], "result_role_annotation_key": "", "result_role_annotation_confidence": null, "result_role_annotation_contract_version": "", "key_column_source": "regex_fallback", "real_rows": 14, "synthetic_rows": 14, "real_columns": ["V", "percentile_measure"], "synthetic_columns": ["V", "percentile_measure"], "query_score_method": "composite_key_profile_rowcount_column", "score_contract_version": "real_vs_synthetic_sql_result_v2", "score_weights": {"strict_set_score": 0.45, "key_set_score": 0.2, "profile_score": 0.15, "row_count_score": 0.1, "column_score": 0.1}, "composite_score": 0.4181818181818182}, "canonical_subitem_id": "tail_concentration_consistency", "contract_version": "analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "ranked_signal_view", "normalized_intended_facet_id": "rare_target_concentration", "subitem_inference_source": "facet", "subitem_inference_note": "rare_target_concentration"} +{"provenance_contract_version": "evaluation_source_provenance_v1", "real_reference_split": "train", "real_source_kind": "reference_split_csv", "real_source_dataset_id": "n20", "real_source_split": "train", "real_source_path": "/data/jialinzhang/Datasets/tabular_datasets/n20/n20-train.csv", "real_source_exists": true, "real_source_mtime_utc": "2026-02-28T00:54:45.459197+00:00", "real_source_size_bytes": 291758, "dataset_id": "n20", "model_id": "realtabformer", "server_type": "specialized_trainonly", "root_name": "SpecializedModels-trainonly-v1", "root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "run_id": "rtf-n20-20260330_023856", "synthetic_csv_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "metadata_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/runtime_result.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/input_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/public_gate_report.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/normalized_schema_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/staged_input_manifest.json"], "log_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/train_20260330_023856.log", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/gen_20260330_043036.log"], "discovered_via": "n20_realtabformer_backfill", "timestamp_utc": null, "synthetic_source_mtime_utc": null, "synthetic_source_size_bytes": 32394, "gpu_seconds_raw": 0.0, "gpu_hours_equivalent": 0.0, "gpu_hours_source": "not_recomputed", "cost_usd": 0.0, "asset_key": "n20__specialized_trainonly__realtabformer__rtf-n20-20260330_023856", "model_server_key": "realtabformer__specialized_trainonly", "synthetic_source_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "synthetic_source_root_name": "SpecializedModels-trainonly-v1", "synthetic_source_root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "synthetic_source_asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "synthetic_source_run_id": "rtf-n20-20260330_023856", "synthetic_source_discovered_via": "n20_realtabformer_backfill", "query_id": "v2q_n20_077857212da6d6b7", "question_id": "v2q_n20_077857212da6d6b7", "sql_index": 1, "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=V, measure_col=AT.", "template_id": "tpl_grouped_percentile_point", "template_name": "Grouped Percentile Point", "family_id": "tail_rarity_structure", "intended_facet_id": "rare_target_concentration", "variant_semantic_role": "focused_target_view", "stable_question_id": "v2q_n20_077857212da6d6b7", "query_identity_stable_key": "n20::v2q_n20_077857212da6d6b7", "source_sql_run_id": "v2_cli_20260502_081223_a", "sql_engine": "cli", "sql_model": "", "sql_source_version": "v2", "sql_source_label": "v2_current", "sql_source_description": "current registry-backed workload SQL under logs/subitem_workload_v2/", "sql_source_root": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs", "sql_source_kind": "current_query_registry", "sql_source_selection_mode": "latest_per_query_record_id", "sql_origin_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_077857212da6d6b7.sql", "sql_source_manifest_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/run_manifest.json", "sql_source_registry_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/grounding/registries/v2_cli_20260502_081223_a_query_registry_v2.jsonl", "sql": "WITH \"base\" AS (\n SELECT\n CAST(\"V\" AS REAL) AS \"V_num\",\n CAST(\"AT\" AS REAL) AS \"AT_num\"\n FROM \"n20\"\n WHERE \"V\" IS NOT NULL\n AND \"AT\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"V_num\",\n \"AT_num\",\n ROW_NUMBER() OVER (PARTITION BY \"V_num\" ORDER BY \"AT_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"V_num\") AS \"cnt\"\n FROM \"base\"\n),\n\"params\" AS (\n SELECT DISTINCT\n \"V_num\",\n \"cnt\",\n ((0.95 * (\"cnt\" - 1)) + 1.0) AS \"h\",\n CAST(((0.95 * (\"cnt\" - 1)) + 1.0) AS INTEGER) AS \"lower_rn\",\n CAST(((0.95 * (\"cnt\" - 1)) + 1.0) AS INTEGER) + CASE\n WHEN ((0.95 * (\"cnt\" - 1)) + 1.0) > CAST(((0.95 * (\"cnt\" - 1)) + 1.0) AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_rn\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n),\n\"bounds\" AS (\n SELECT\n p.\"V_num\",\n p.\"cnt\",\n p.\"h\",\n MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"AT_num\" END) AS \"lower_val\",\n MAX(CASE WHEN r.\"rn\" = p.\"upper_rn\" THEN r.\"AT_num\" END) AS \"upper_val\"\n FROM \"params\" AS p\n JOIN \"ranked\" AS r\n ON r.\"V_num\" = p.\"V_num\"\n GROUP BY p.\"V_num\", p.\"cnt\", p.\"h\"\n)\nSELECT\n \"V_num\" AS \"V\",\n CASE\n WHEN \"lower_val\" IS NULL THEN NULL\n WHEN \"upper_val\" IS NULL THEN \"lower_val\"\n WHEN \"h\" = CAST(\"h\" AS INTEGER) THEN \"lower_val\"\n ELSE \"lower_val\" + ((\"h\" - CAST(\"h\" AS INTEGER)) * (\"upper_val\" - \"lower_val\"))\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC, \"V\" DESC\nLIMIT 12", "query_score": 0.2, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.0, "strict_set_score": 0.0, "key_set_score": 0.0, "profile_score": 0.0, "row_count_score": 1.0, "column_score": 1.0, "key_columns": ["V"], "measure_columns": ["percentile_measure"], "result_role_annotation_key": "", "result_role_annotation_confidence": null, "result_role_annotation_contract_version": "", "key_column_source": "regex_fallback", "real_rows": 12, "synthetic_rows": 12, "real_columns": ["V", "percentile_measure"], "synthetic_columns": ["V", "percentile_measure"], "query_score_method": "composite_key_profile_rowcount_column", "score_contract_version": "real_vs_synthetic_sql_result_v2", "score_weights": {"strict_set_score": 0.45, "key_set_score": 0.2, "profile_score": 0.15, "row_count_score": 0.1, "column_score": 0.1}, "composite_score": 0.2}, "canonical_subitem_id": "tail_concentration_consistency", "contract_version": "analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "focused_target_view", "normalized_intended_facet_id": "rare_target_concentration", "subitem_inference_source": "facet", "subitem_inference_note": "rare_target_concentration"} +{"provenance_contract_version": "evaluation_source_provenance_v1", "real_reference_split": "train", "real_source_kind": "reference_split_csv", "real_source_dataset_id": "n20", "real_source_split": "train", "real_source_path": "/data/jialinzhang/Datasets/tabular_datasets/n20/n20-train.csv", "real_source_exists": true, "real_source_mtime_utc": "2026-02-28T00:54:45.459197+00:00", "real_source_size_bytes": 291758, "dataset_id": "n20", "model_id": "realtabformer", "server_type": "specialized_trainonly", "root_name": "SpecializedModels-trainonly-v1", "root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "run_id": "rtf-n20-20260330_023856", "synthetic_csv_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "metadata_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/runtime_result.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/input_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/public_gate_report.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/normalized_schema_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/staged_input_manifest.json"], "log_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/train_20260330_023856.log", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/gen_20260330_043036.log"], "discovered_via": "n20_realtabformer_backfill", "timestamp_utc": null, "synthetic_source_mtime_utc": null, "synthetic_source_size_bytes": 32394, "gpu_seconds_raw": 0.0, "gpu_hours_equivalent": 0.0, "gpu_hours_source": "not_recomputed", "cost_usd": 0.0, "asset_key": "n20__specialized_trainonly__realtabformer__rtf-n20-20260330_023856", "model_server_key": "realtabformer__specialized_trainonly", "synthetic_source_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "synthetic_source_root_name": "SpecializedModels-trainonly-v1", "synthetic_source_root_path": 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Focus on group_col=V, measure_col=AP.", "template_id": "tpl_grouped_percentile_point", "template_name": "Grouped Percentile Point", "family_id": "tail_rarity_structure", "intended_facet_id": "rare_target_concentration", "variant_semantic_role": "focused_target_view", "stable_question_id": "v2q_n20_1b1eb730683025a7", "query_identity_stable_key": "n20::v2q_n20_1b1eb730683025a7", "source_sql_run_id": "v2_cli_20260502_081223_a", "sql_engine": "cli", "sql_model": "", "sql_source_version": "v2", "sql_source_label": "v2_current", "sql_source_description": "current registry-backed workload SQL under logs/subitem_workload_v2/", "sql_source_root": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs", "sql_source_kind": "current_query_registry", "sql_source_selection_mode": "latest_per_query_record_id", "sql_origin_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_1b1eb730683025a7.sql", 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CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ordered\"\n),\n\"picked\" AS (\n SELECT\n p.\"V\",\n p.\"pos\",\n p.\"lo_rn\",\n p.\"hi_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lo_rn\" THEN o.\"AP\" END) AS \"lo_val\",\n MAX(CASE WHEN o.\"rn\" = p.\"hi_rn\" THEN o.\"AP\" END) AS \"hi_val\"\n FROM \"pos\" p\n JOIN \"ordered\" o\n ON o.\"V\" = p.\"V\"\n GROUP BY p.\"V\", p.\"pos\", p.\"lo_rn\", p.\"hi_rn\"\n)\nSELECT\n \"V\",\n CASE\n WHEN \"lo_rn\" = \"hi_rn\" THEN \"lo_val\"\n ELSE \"lo_val\" + ((\"pos\" - \"lo_rn\") * (\"hi_val\" - \"lo_val\"))\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC", "query_score": 0.418979, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.0037629350893697085, "strict_set_score": 0.0037629350893697085, "key_set_score": 0.7044728434504792, "profile_score": 0.7044728434504792, 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Focus on group_col=V, measure_col=AT.", "template_id": "tpl_grouped_percentile_point", "template_name": "Grouped Percentile Point", "family_id": "tail_rarity_structure", "intended_facet_id": "rare_target_concentration", "variant_semantic_role": "ranked_signal_view", "stable_question_id": "v2q_n20_67d654ec63b8d747", "query_identity_stable_key": "n20::v2q_n20_67d654ec63b8d747", "source_sql_run_id": "v2_cli_20260502_081223_a", "sql_engine": "cli", "sql_model": "", "sql_source_version": "v2", "sql_source_label": "v2_current", "sql_source_description": "current registry-backed workload SQL under logs/subitem_workload_v2/", "sql_source_root": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs", "sql_source_kind": "current_query_registry", "sql_source_selection_mode": "latest_per_query_record_id", "sql_origin_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_67d654ec63b8d747.sql", "sql_source_manifest_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/run_manifest.json", "sql_source_registry_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/grounding/registries/v2_cli_20260502_081223_a_query_registry_v2.jsonl", "sql": "WITH \"ranked\" AS (\n SELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"AT\" AS REAL) AS \"AT_value\",\n ROW_NUMBER() OVER (\n PARTITION BY CAST(\"V\" AS REAL)\n ORDER BY CAST(\"AT\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY CAST(\"V\" AS REAL)\n ) AS \"cnt\"\n FROM \"n20\"\n WHERE \"V\" IS NOT NULL\n AND \"AT\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"V\",\n \"AT_value\",\n \"rn\",\n \"cnt\",\n CAST((\"cnt\" * 0.9) + 0.999999999 AS INT) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"V\",\n \"AT_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\n AND \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC, \"V\" ASC\nLIMIT 19", "query_score": 0.2, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.0, "strict_set_score": 0.0, "key_set_score": 0.0, "profile_score": 0.0, "row_count_score": 1.0, "column_score": 1.0, "key_columns": ["V"], "measure_columns": ["percentile_measure"], "result_role_annotation_key": "", "result_role_annotation_confidence": null, "result_role_annotation_contract_version": "", "key_column_source": "regex_fallback", "real_rows": 19, "synthetic_rows": 19, "real_columns": ["V", "percentile_measure"], "synthetic_columns": ["V", "percentile_measure"], "query_score_method": "composite_key_profile_rowcount_column", "score_contract_version": "real_vs_synthetic_sql_result_v2", "score_weights": {"strict_set_score": 0.45, "key_set_score": 0.2, "profile_score": 0.15, "row_count_score": 0.1, "column_score": 0.1}, "composite_score": 0.2}, "canonical_subitem_id": "tail_concentration_consistency", "contract_version": "analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "ranked_signal_view", "normalized_intended_facet_id": "rare_target_concentration", "subitem_inference_source": "facet", "subitem_inference_note": "rare_target_concentration"} +{"provenance_contract_version": "evaluation_source_provenance_v1", "real_reference_split": "train", "real_source_kind": "reference_split_csv", "real_source_dataset_id": "n20", "real_source_split": "train", "real_source_path": "/data/jialinzhang/Datasets/tabular_datasets/n20/n20-train.csv", "real_source_exists": true, "real_source_mtime_utc": "2026-02-28T00:54:45.459197+00:00", "real_source_size_bytes": 291758, "dataset_id": "n20", "model_id": "realtabformer", "server_type": "specialized_trainonly", "root_name": "SpecializedModels-trainonly-v1", "root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "asset_dir": 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Focus on group_col=V, measure_col=V.", "template_id": "tpl_grouped_percentile_point", "template_name": "Grouped Percentile Point", "family_id": "tail_rarity_structure", "intended_facet_id": "rare_target_concentration", "variant_semantic_role": "focused_target_view", "stable_question_id": "v2q_n20_6b68545b9103e8bf", "query_identity_stable_key": "n20::v2q_n20_6b68545b9103e8bf", "source_sql_run_id": "v2_cli_20260502_081223_a", "sql_engine": "cli", "sql_model": "", "sql_source_version": "v2", "sql_source_label": "v2_current", "sql_source_description": "current registry-backed workload SQL under logs/subitem_workload_v2/", "sql_source_root": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs", "sql_source_kind": "current_query_registry", "sql_source_selection_mode": "latest_per_query_record_id", "sql_origin_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_6b68545b9103e8bf.sql", "sql_source_manifest_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/run_manifest.json", "sql_source_registry_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/grounding/registries/v2_cli_20260502_081223_a_query_registry_v2.jsonl", "sql": "SELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"V\" AS REAL) AS \"percentile_measure\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL)\nORDER BY \"percentile_measure\" DESC", "query_score": 0.734298, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.7044728434504792, "strict_set_score": 0.7044728434504792, "key_set_score": 0.7044728434504792, "profile_score": 0.7044728434504792, "row_count_score": 0.7072, "column_score": 1.0, "key_columns": ["V"], "measure_columns": ["percentile_measure"], "result_role_annotation_key": "", "result_role_annotation_confidence": null, "result_role_annotation_contract_version": "", "key_column_source": "regex_fallback", "real_rows": 625, "synthetic_rows": 442, "real_columns": ["V", "percentile_measure"], "synthetic_columns": ["V", "percentile_measure"], "query_score_method": "composite_key_profile_rowcount_column", "score_contract_version": "real_vs_synthetic_sql_result_v2", "score_weights": {"strict_set_score": 0.45, "key_set_score": 0.2, "profile_score": 0.15, "row_count_score": 0.1, "column_score": 0.1}, "composite_score": 0.7342982747603835}, "canonical_subitem_id": "tail_concentration_consistency", "contract_version": "analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "focused_target_view", "normalized_intended_facet_id": "rare_target_concentration", "subitem_inference_source": "facet", "subitem_inference_note": "rare_target_concentration"} +{"provenance_contract_version": "evaluation_source_provenance_v1", "real_reference_split": "train", "real_source_kind": "reference_split_csv", "real_source_dataset_id": "n20", "real_source_split": "train", "real_source_path": "/data/jialinzhang/Datasets/tabular_datasets/n20/n20-train.csv", "real_source_exists": true, "real_source_mtime_utc": "2026-02-28T00:54:45.459197+00:00", "real_source_size_bytes": 291758, "dataset_id": "n20", "model_id": "realtabformer", "server_type": "specialized_trainonly", "root_name": "SpecializedModels-trainonly-v1", "root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "run_id": "rtf-n20-20260330_023856", "synthetic_csv_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "metadata_paths": 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"/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "synthetic_source_run_id": "rtf-n20-20260330_023856", "synthetic_source_discovered_via": "n20_realtabformer_backfill", "query_id": "v2q_n20_6cb08332bc44b69d", "question_id": "v2q_n20_6cb08332bc44b69d", "sql_index": 1, "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=AP.", "template_id": "tpl_tpcds_within_group_share", "template_name": "Within-Group Share of Total", "family_id": "conditional_dependency_structure", "intended_facet_id": "pairwise_conditional_dependency", "variant_semantic_role": "focused_target_view", "stable_question_id": "v2q_n20_6cb08332bc44b69d", "query_identity_stable_key": "n20::v2q_n20_6cb08332bc44b69d", "source_sql_run_id": "v2_cli_20260502_081223_a", "sql_engine": "cli", "sql_model": "", "sql_source_version": "v2", "sql_source_label": "v2_current", "sql_source_description": "current registry-backed workload SQL under logs/subitem_workload_v2/", "sql_source_root": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs", "sql_source_kind": "current_query_registry", "sql_source_selection_mode": "latest_per_query_record_id", "sql_origin_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_6cb08332bc44b69d.sql", "sql_source_manifest_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/run_manifest.json", "sql_source_registry_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/grounding/registries/v2_cli_20260502_081223_a_query_registry_v2.jsonl", "sql": "SELECT \"V\", \"AP\",\n SUM(CAST(\"AP\" AS REAL)) AS total_measure,\n SUM(CAST(\"AP\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"AP\" AS REAL))) OVER (PARTITION BY \"V\") AS share_within_group\nFROM \"n20\"\nGROUP BY \"V\", \"AP\"\nORDER BY share_within_group DESC", "query_score": 0.146547, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.0, "strict_set_score": 0.0, "key_set_score": 0.08441390041493776, "profile_score": 0.1135434130147316, "row_count_score": 0.1263299663299663, "column_score": 1.0, "key_columns": ["V", "AP"], "measure_columns": ["total_measure", "share_within_group"], "result_role_annotation_key": "", "result_role_annotation_confidence": null, "result_role_annotation_contract_version": "", "key_column_source": "regex_fallback", "real_rows": 7425, "synthetic_rows": 938, "real_columns": ["V", "AP", "total_measure", "share_within_group"], "synthetic_columns": ["V", "AP", "total_measure", "share_within_group"], "query_score_method": "composite_key_profile_rowcount_column", "score_contract_version": "real_vs_synthetic_sql_result_v2", "score_weights": {"strict_set_score": 0.45, "key_set_score": 0.2, "profile_score": 0.15, "row_count_score": 0.1, "column_score": 0.1}, "composite_score": 0.14654728866819394}, "canonical_subitem_id": "dependency_strength_similarity", "contract_version": "analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "focused_target_view", "normalized_intended_facet_id": "pairwise_conditional_dependency", "subitem_inference_source": "facet", "subitem_inference_note": "pairwise_conditional_dependency"} +{"provenance_contract_version": "evaluation_source_provenance_v1", "real_reference_split": "train", "real_source_kind": "reference_split_csv", "real_source_dataset_id": "n20", "real_source_split": "train", "real_source_path": "/data/jialinzhang/Datasets/tabular_datasets/n20/n20-train.csv", "real_source_exists": true, "real_source_mtime_utc": "2026-02-28T00:54:45.459197+00:00", "real_source_size_bytes": 291758, "dataset_id": "n20", "model_id": "realtabformer", "server_type": "specialized_trainonly", "root_name": "SpecializedModels-trainonly-v1", "root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "run_id": "rtf-n20-20260330_023856", "synthetic_csv_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "metadata_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/runtime_result.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/input_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/public_gate_report.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/normalized_schema_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/staged_input_manifest.json"], "log_paths": 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"analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "filtered_stable_view", "normalized_intended_facet_id": "tail_ranked_signal", "subitem_inference_source": "facet", "subitem_inference_note": "tail_ranked_signal"} +{"provenance_contract_version": "evaluation_source_provenance_v1", "real_reference_split": "train", "real_source_kind": "reference_split_csv", "real_source_dataset_id": "n20", "real_source_split": "train", "real_source_path": "/data/jialinzhang/Datasets/tabular_datasets/n20/n20-train.csv", "real_source_exists": true, "real_source_mtime_utc": "2026-02-28T00:54:45.459197+00:00", "real_source_size_bytes": 291758, "dataset_id": "n20", "model_id": "realtabformer", "server_type": "specialized_trainonly", "root_name": "SpecializedModels-trainonly-v1", "root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "asset_dir": 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Focus on group_col=V, condition_col=PE.", "template_id": "tpl_m4_group_ratio_two_conditions", "template_name": "Grouped Ratio of Two Conditions", "family_id": "conditional_dependency_structure", "intended_facet_id": "conditional_rate_shift", "variant_semantic_role": "contrastive_conditional_view", "stable_question_id": "v2q_n20_97e99ee94c275988", "query_identity_stable_key": "n20::v2q_n20_97e99ee94c275988", "source_sql_run_id": "v2_cli_20260502_081223_a", "sql_engine": "cli", "sql_model": "", "sql_source_version": "v2", "sql_source_label": "v2_current", "sql_source_description": "current registry-backed workload SQL under logs/subitem_workload_v2/", "sql_source_root": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs", "sql_source_kind": "current_query_registry", "sql_source_selection_mode": "latest_per_query_record_id", "sql_origin_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_97e99ee94c275988.sql", "sql_source_manifest_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/run_manifest.json", "sql_source_registry_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/grounding/registries/v2_cli_20260502_081223_a_query_registry_v2.jsonl", "sql": "WITH grouped AS (\n SELECT \"V\",\n SUM(CASE WHEN \"PE\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"PE\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n20\"\n GROUP BY \"V\"\n)\nSELECT \"V\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC", "query_score": 0.601468, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.537463976945245, "strict_set_score": 0.537463976945245, "key_set_score": 0.5396825396825397, "profile_score": 0.5396825396825397, "row_count_score": 0.7072, "column_score": 1.0, "key_columns": ["V"], "measure_columns": ["condition_ratio"], "result_role_annotation_key": "", "result_role_annotation_confidence": null, "result_role_annotation_contract_version": "", "key_column_source": "regex_fallback", "real_rows": 625, "synthetic_rows": 442, "real_columns": ["V", "condition_ratio"], "synthetic_columns": ["V", "condition_ratio"], "query_score_method": "composite_key_profile_rowcount_column", "score_contract_version": "real_vs_synthetic_sql_result_v2", "score_weights": {"strict_set_score": 0.45, "key_set_score": 0.2, "profile_score": 0.15, "row_count_score": 0.1, "column_score": 0.1}, "composite_score": 0.6014676785142491}, "canonical_subitem_id": "direction_consistency", "contract_version": "analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "contrastive_conditional_view", "normalized_intended_facet_id": "conditional_rate_shift", "subitem_inference_source": "facet", "subitem_inference_note": "conditional_rate_shift"} +{"provenance_contract_version": "evaluation_source_provenance_v1", "real_reference_split": "train", "real_source_kind": "reference_split_csv", "real_source_dataset_id": "n20", "real_source_split": "train", "real_source_path": "/data/jialinzhang/Datasets/tabular_datasets/n20/n20-train.csv", "real_source_exists": true, "real_source_mtime_utc": "2026-02-28T00:54:45.459197+00:00", "real_source_size_bytes": 291758, "dataset_id": "n20", "model_id": "realtabformer", "server_type": "specialized_trainonly", "root_name": "SpecializedModels-trainonly-v1", "root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "run_id": "rtf-n20-20260330_023856", "synthetic_csv_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "metadata_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/runtime_result.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/input_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/public_gate_report.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/normalized_schema_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/staged_input_manifest.json"], "log_paths": 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"/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "synthetic_source_asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "synthetic_source_run_id": "rtf-n20-20260330_023856", "synthetic_source_discovered_via": "n20_realtabformer_backfill", "query_id": "v2q_n20_983f10348a1043ec", "question_id": "v2q_n20_983f10348a1043ec", "sql_index": 1, "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=RH.", "template_id": "tpl_grouped_percentile_point", "template_name": "Grouped Percentile Point", "family_id": "tail_rarity_structure", "intended_facet_id": "rare_target_concentration", "variant_semantic_role": "ranked_signal_view", "stable_question_id": "v2q_n20_983f10348a1043ec", "query_identity_stable_key": "n20::v2q_n20_983f10348a1043ec", "source_sql_run_id": "v2_cli_20260502_081223_a", "sql_engine": "cli", "sql_model": "", "sql_source_version": "v2", "sql_source_label": "v2_current", "sql_source_description": "current registry-backed workload SQL under logs/subitem_workload_v2/", "sql_source_root": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs", "sql_source_kind": "current_query_registry", "sql_source_selection_mode": "latest_per_query_record_id", "sql_origin_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_983f10348a1043ec.sql", "sql_source_manifest_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_983f10348a1043ec/run_manifest.json", "sql_source_registry_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/grounding/registries/v2_cli_20260502_081223_a_query_registry_v2.jsonl", "sql": "WITH \"base\" AS (\n SELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"RH\" AS REAL) AS \"RH\"\n FROM \"n20\"\n WHERE \"V\" IS NOT NULL\n AND \"RH\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"V\",\n \"RH\",\n ROW_NUMBER() OVER (PARTITION BY \"V\" ORDER BY \"RH\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"V\") AS \"cnt\"\n FROM \"base\"\n),\n\"group_params\" AS (\n SELECT\n \"V\",\n MAX(\"cnt\") AS \"cnt\",\n 1.0 + 0.9 * (MAX(\"cnt\") - 1) AS \"target_rn\",\n CAST(1.0 + 0.9 * (MAX(\"cnt\") - 1) AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (1.0 + 0.9 * (MAX(\"cnt\") - 1)) = CAST(1.0 + 0.9 * (MAX(\"cnt\") - 1) AS INTEGER)\n THEN CAST(1.0 + 0.9 * (MAX(\"cnt\") - 1) AS INTEGER)\n ELSE CAST(1.0 + 0.9 * (MAX(\"cnt\") - 1) AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ranked\"\n GROUP BY \"V\"\n HAVING MAX(\"cnt\") >= 5\n),\n\"percentile_points\" AS (\n SELECT\n \"g\".\"V\" AS \"V\",\n MAX(CASE WHEN \"r\".\"rn\" = \"g\".\"lo_rn\" THEN \"r\".\"RH\" END) AS \"lo_val\",\n MAX(CASE WHEN \"r\".\"rn\" = \"g\".\"hi_rn\" THEN \"r\".\"RH\" END) AS \"hi_val\",\n MAX(\"g\".\"target_rn\") AS \"target_rn\",\n MAX(\"g\".\"lo_rn\") AS \"lo_rn\",\n MAX(\"g\".\"hi_rn\") AS \"hi_rn\"\n FROM \"group_params\" AS \"g\"\n JOIN \"ranked\" AS \"r\"\n ON \"r\".\"V\" = \"g\".\"V\"\n GROUP BY \"g\".\"V\"\n)\nSELECT\n \"V\",\n CASE\n WHEN \"lo_rn\" = \"hi_rn\" THEN \"lo_val\"\n ELSE \"lo_val\" + (\"target_rn\" - \"lo_rn\") * (\"hi_val\" - \"lo_val\")\n END AS \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC, \"V\" ASC\nLIMIT 11", "query_score": 0.2, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.0, "strict_set_score": 0.0, "key_set_score": 0.0, "profile_score": 0.0, "row_count_score": 1.0, "column_score": 1.0, "key_columns": ["V"], "measure_columns": ["percentile_measure"], "result_role_annotation_key": "", "result_role_annotation_confidence": null, "result_role_annotation_contract_version": "", "key_column_source": "regex_fallback", "real_rows": 11, "synthetic_rows": 11, "real_columns": ["V", "percentile_measure"], "synthetic_columns": ["V", "percentile_measure"], "query_score_method": "composite_key_profile_rowcount_column", "score_contract_version": "real_vs_synthetic_sql_result_v2", "score_weights": {"strict_set_score": 0.45, "key_set_score": 0.2, "profile_score": 0.15, "row_count_score": 0.1, "column_score": 0.1}, "composite_score": 0.2}, "canonical_subitem_id": "tail_concentration_consistency", "contract_version": "analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "ranked_signal_view", "normalized_intended_facet_id": "rare_target_concentration", "subitem_inference_source": "facet", "subitem_inference_note": "rare_target_concentration"} +{"provenance_contract_version": "evaluation_source_provenance_v1", "real_reference_split": "train", "real_source_kind": "reference_split_csv", "real_source_dataset_id": "n20", "real_source_split": "train", "real_source_path": "/data/jialinzhang/Datasets/tabular_datasets/n20/n20-train.csv", "real_source_exists": true, "real_source_mtime_utc": "2026-02-28T00:54:45.459197+00:00", "real_source_size_bytes": 291758, "dataset_id": "n20", "model_id": "realtabformer", "server_type": "specialized_trainonly", "root_name": "SpecializedModels-trainonly-v1", "root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "run_id": "rtf-n20-20260330_023856", "synthetic_csv_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "metadata_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/runtime_result.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/input_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/public_gate_report.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/normalized_schema_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/staged_input_manifest.json"], "log_paths": 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"/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "synthetic_source_asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "synthetic_source_run_id": "rtf-n20-20260330_023856", "synthetic_source_discovered_via": "n20_realtabformer_backfill", "query_id": "v2q_n20_99befe28059bced8", "question_id": "v2q_n20_99befe28059bced8", "sql_index": 1, "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. 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Focus on group_col=V, measure_col=AT.", "template_id": "tpl_tpch_relative_total_threshold", "template_name": "Relative-to-Total Extreme Threshold", "family_id": "tail_rarity_structure", "intended_facet_id": "tail_ranked_signal", "variant_semantic_role": "count_distribution", "stable_question_id": "v2q_n20_a26ac24f6da4ca01", "query_identity_stable_key": "n20::v2q_n20_a26ac24f6da4ca01", "source_sql_run_id": "v2_cli_20260502_081223_a", "sql_engine": "cli", "sql_model": "", "sql_source_version": "v2", "sql_source_label": "v2_current", "sql_source_description": "current registry-backed workload SQL under logs/subitem_workload_v2/", "sql_source_root": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs", "sql_source_kind": "current_query_registry", "sql_source_selection_mode": "latest_per_query_record_id", "sql_origin_path": 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Focus on group_col=V, measure_col=RH.", "template_id": "tpl_grouped_percentile_point", "template_name": "Grouped Percentile Point", "family_id": "tail_rarity_structure", "intended_facet_id": "rare_target_concentration", "variant_semantic_role": "ranked_signal_view", "stable_question_id": "v2q_n20_a74798af55d7cb2d", "query_identity_stable_key": "n20::v2q_n20_a74798af55d7cb2d", "source_sql_run_id": "v2_cli_20260502_081223_a", "sql_engine": "cli", "sql_model": "", "sql_source_version": "v2", "sql_source_label": "v2_current", "sql_source_description": "current registry-backed workload SQL under logs/subitem_workload_v2/", "sql_source_root": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs", "sql_source_kind": "current_query_registry", "sql_source_selection_mode": "latest_per_query_record_id", "sql_origin_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_a74798af55d7cb2d.sql", 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CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) > CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"V\",\n CASE\n WHEN MAX(\"lower_rn\") = MAX(\"upper_rn\") THEN\n MAX(CASE WHEN \"rn\" = \"lower_rn\" THEN \"RH\" END)\n ELSE\n MAX(CASE WHEN \"rn\" = \"lower_rn\" THEN \"RH\" END) * (MAX(\"upper_rn\") - MAX(\"pos\"))\n + MAX(CASE WHEN \"rn\" = \"upper_rn\" THEN \"RH\" END) * (MAX(\"pos\") - MAX(\"lower_rn\"))\n END AS \"percentile_measure\"\nFROM \"scored\"\nGROUP BY \"V\"\nHAVING MAX(\"cnt\") >= 5\nORDER BY \"percentile_measure\" DESC, \"V\" ASC\nLIMIT 12", "query_score": 0.2, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.0, "strict_set_score": 0.0, "key_set_score": 0.0, "profile_score": 0.0, "row_count_score": 1.0, "column_score": 1.0, "key_columns": ["V"], "measure_columns": ["percentile_measure"], 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"Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=AT.", "template_id": "tpl_tpcds_within_group_share", "template_name": "Within-Group Share of Total", "family_id": "conditional_dependency_structure", "intended_facet_id": "pairwise_conditional_dependency", "variant_semantic_role": "focused_target_view", "stable_question_id": "v2q_n20_ae002ed90771d81b", "query_identity_stable_key": "n20::v2q_n20_ae002ed90771d81b", "source_sql_run_id": "v2_cli_20260502_081223_a", "sql_engine": "cli", "sql_model": "", "sql_source_version": "v2", "sql_source_label": "v2_current", "sql_source_description": "current registry-backed workload SQL under logs/subitem_workload_v2/", "sql_source_root": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs", "sql_source_kind": "current_query_registry", "sql_source_selection_mode": "latest_per_query_record_id", "sql_origin_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_ae002ed90771d81b.sql", "sql_source_manifest_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/run_manifest.json", "sql_source_registry_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/grounding/registries/v2_cli_20260502_081223_a_query_registry_v2.jsonl", "sql": "SELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"RH\" AS REAL) AS \"RH\",\n SUM(CAST(\"AT\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"AT\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"AT\" AS REAL))) OVER (PARTITION BY CAST(\"V\" AS REAL)) AS \"share_within_group\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL), CAST(\"RH\" AS REAL)\nORDER BY \"share_within_group\" DESC", "query_score": 0.148974, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.0, "strict_set_score": 0.0, "key_set_score": 0.09171143514965464, "profile_score": 0.12061261594536674, "row_count_score": 0.1253955696202531, "column_score": 1.0, "key_columns": ["V", "RH"], "measure_columns": ["total_measure", "share_within_group"], "result_role_annotation_key": "", "result_role_annotation_confidence": null, "result_role_annotation_contract_version": "", "key_column_source": "regex_fallback", "real_rows": 7584, "synthetic_rows": 951, "real_columns": ["V", "RH", "total_measure", "share_within_group"], "synthetic_columns": ["V", "RH", "total_measure", "share_within_group"], "query_score_method": "composite_key_profile_rowcount_column", "score_contract_version": "real_vs_synthetic_sql_result_v2", "score_weights": {"strict_set_score": 0.45, "key_set_score": 0.2, "profile_score": 0.15, "row_count_score": 0.1, "column_score": 0.1}, "composite_score": 0.14897373638376127}, "canonical_subitem_id": "dependency_strength_similarity", "contract_version": "analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "focused_target_view", "normalized_intended_facet_id": "pairwise_conditional_dependency", "subitem_inference_source": "facet", "subitem_inference_note": "pairwise_conditional_dependency"} +{"provenance_contract_version": "evaluation_source_provenance_v1", "real_reference_split": "train", "real_source_kind": "reference_split_csv", "real_source_dataset_id": "n20", "real_source_split": "train", "real_source_path": "/data/jialinzhang/Datasets/tabular_datasets/n20/n20-train.csv", "real_source_exists": true, "real_source_mtime_utc": "2026-02-28T00:54:45.459197+00:00", "real_source_size_bytes": 291758, "dataset_id": "n20", "model_id": "realtabformer", "server_type": "specialized_trainonly", "root_name": "SpecializedModels-trainonly-v1", "root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "asset_dir": 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Focus on group_col=V, measure_col=AP.", "template_id": "tpl_grouped_percentile_point", "template_name": "Grouped Percentile Point", "family_id": "tail_rarity_structure", "intended_facet_id": "rare_target_concentration", "variant_semantic_role": "focused_target_view", "stable_question_id": "v2q_n20_ae4fb45b1dc8b012", "query_identity_stable_key": "n20::v2q_n20_ae4fb45b1dc8b012", "source_sql_run_id": "v2_cli_20260502_081223_a", "sql_engine": "cli", "sql_model": "", "sql_source_version": "v2", "sql_source_label": "v2_current", "sql_source_description": "current registry-backed workload SQL under logs/subitem_workload_v2/", "sql_source_root": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs", "sql_source_kind": "current_query_registry", "sql_source_selection_mode": "latest_per_query_record_id", "sql_origin_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_ae4fb45b1dc8b012.sql", "sql_source_manifest_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/run_manifest.json", "sql_source_registry_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/grounding/registries/v2_cli_20260502_081223_a_query_registry_v2.jsonl", "sql": "WITH \"base\" AS (\n SELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"AP\" AS REAL) AS \"AP\"\n FROM \"n20\"\n WHERE \"V\" IS NOT NULL\n AND TRIM(\"V\") <> ''\n AND \"AP\" IS NOT NULL\n AND TRIM(\"AP\") <> ''\n),\n\"ranked\" AS (\n SELECT\n \"V\",\n \"AP\",\n ROW_NUMBER() OVER (PARTITION BY \"V\" ORDER BY \"AP\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"V\") AS \"cnt\"\n FROM \"base\"\n),\n\"positioned\" AS (\n SELECT\n \"V\",\n \"AP\",\n \"rn\",\n \"cnt\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"pos\",\n CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER) AS \"lo\",\n CASE\n WHEN ABS((1.0 + 0.95 * (\"cnt\" - 1)) - CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER)) < 0.000000000001\n THEN CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER)\n ELSE CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER) + 1\n END AS \"hi\"\n FROM \"ranked\"\n)\nSELECT\n \"V\",\n CASE\n WHEN MIN(\"lo\") = MIN(\"hi\") THEN MAX(CASE WHEN \"rn\" = \"lo\" THEN \"AP\" END)\n ELSE MAX(CASE WHEN \"rn\" = \"lo\" THEN \"AP\" END) +\n (MIN(\"pos\") - MIN(\"lo\")) * (\n MAX(CASE WHEN \"rn\" = \"hi\" THEN \"AP\" END) -\n MAX(CASE WHEN \"rn\" = \"lo\" THEN \"AP\" END)\n )\n END AS \"percentile_measure\"\nFROM \"positioned\"\nGROUP BY \"V\"\nHAVING MIN(\"cnt\") >= 5\nORDER BY \"percentile_measure\" DESC", "query_score": 0.130064, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.0017985611510791368, "strict_set_score": 0.0017985611510791368, "key_set_score": 0.06500956022944551, "profile_score": 0.06500956022944551, "row_count_score": 0.06500956022944548, "column_score": 1.0, "key_columns": ["V"], "measure_columns": ["percentile_measure"], "result_role_annotation_key": "", "result_role_annotation_confidence": null, "result_role_annotation_contract_version": "", "key_column_source": "regex_fallback", "real_rows": 523, "synthetic_rows": 34, "real_columns": ["V", "percentile_measure"], "synthetic_columns": ["V", "percentile_measure"], "query_score_method": "composite_key_profile_rowcount_column", "score_contract_version": "real_vs_synthetic_sql_result_v2", "score_weights": {"strict_set_score": 0.45, "key_set_score": 0.2, "profile_score": 0.15, "row_count_score": 0.1, "column_score": 0.1}, "composite_score": 0.1300636546212361}, "canonical_subitem_id": "tail_concentration_consistency", "contract_version": "analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "focused_target_view", "normalized_intended_facet_id": "rare_target_concentration", "subitem_inference_source": "facet", "subitem_inference_note": "rare_target_concentration"} +{"provenance_contract_version": "evaluation_source_provenance_v1", "real_reference_split": "train", "real_source_kind": "reference_split_csv", "real_source_dataset_id": "n20", "real_source_split": "train", "real_source_path": "/data/jialinzhang/Datasets/tabular_datasets/n20/n20-train.csv", "real_source_exists": true, "real_source_mtime_utc": "2026-02-28T00:54:45.459197+00:00", "real_source_size_bytes": 291758, "dataset_id": "n20", "model_id": "realtabformer", "server_type": "specialized_trainonly", "root_name": "SpecializedModels-trainonly-v1", "root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "run_id": "rtf-n20-20260330_023856", "synthetic_csv_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "metadata_paths": 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"/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "synthetic_source_run_id": "rtf-n20-20260330_023856", "synthetic_source_discovered_via": "n20_realtabformer_backfill", "query_id": "v2q_n20_ae98c077c32ca7b7", "question_id": "v2q_n20_ae98c077c32ca7b7", "sql_index": 1, "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=AP.", "template_id": "tpl_m4_window_partition_avg", "template_name": "Window Partition Average", "family_id": "conditional_dependency_structure", "intended_facet_id": "conditional_interaction_hotspots", "variant_semantic_role": "ranked_signal_view", "stable_question_id": "v2q_n20_ae98c077c32ca7b7", "query_identity_stable_key": "n20::v2q_n20_ae98c077c32ca7b7", "source_sql_run_id": "v2_cli_20260502_081223_a", "sql_engine": "cli", "sql_model": "", "sql_source_version": "v2", "sql_source_label": "v2_current", "sql_source_description": "current registry-backed workload SQL under logs/subitem_workload_v2/", "sql_source_root": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs", "sql_source_kind": "current_query_registry", "sql_source_selection_mode": "latest_per_query_record_id", "sql_origin_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_ae98c077c32ca7b7.sql", "sql_source_manifest_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/run_manifest.json", "sql_source_registry_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/grounding/registries/v2_cli_20260502_081223_a_query_registry_v2.jsonl", "sql": "SELECT DISTINCT \"V\",\n AVG(CAST(\"AP\" AS REAL)) OVER (PARTITION BY \"V\") AS avg_measure\nFROM \"n20\"\nORDER BY avg_measure DESC", "query_score": 0.360031, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.0009380863039399625, "strict_set_score": 0.0009380863039399625, "key_set_score": 0.5396825396825397, "profile_score": 0.5396825396825397, "row_count_score": 0.7072, "column_score": 1.0, "key_columns": ["V"], "measure_columns": ["avg_measure"], "result_role_annotation_key": "", "result_role_annotation_confidence": null, "result_role_annotation_contract_version": "", "key_column_source": "regex_fallback", "real_rows": 625, "synthetic_rows": 442, "real_columns": ["V", "avg_measure"], "synthetic_columns": ["V", "avg_measure"], "query_score_method": "composite_key_profile_rowcount_column", "score_contract_version": "real_vs_synthetic_sql_result_v2", "score_weights": {"strict_set_score": 0.45, "key_set_score": 0.2, "profile_score": 0.15, "row_count_score": 0.1, "column_score": 0.1}, "composite_score": 0.36003102772566187}, "canonical_subitem_id": "slice_level_consistency", "contract_version": "analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "ranked_signal_view", "normalized_intended_facet_id": "conditional_interaction_hotspots", "subitem_inference_source": "facet", "subitem_inference_note": "conditional_interaction_hotspots"} 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"sql_source_manifest_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/run_manifest.json", "sql_source_registry_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/grounding/registries/v2_cli_20260502_081223_a_query_registry_v2.jsonl", "sql": "WITH \"typed\" AS (\n SELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"AP\" AS REAL) AS \"AP\"\n FROM \"n20\"\n WHERE NULLIF(TRIM(\"V\"), '') IS NOT NULL\n AND NULLIF(TRIM(\"AP\"), '') IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"V\",\n \"AP\",\n ROW_NUMBER() OVER (PARTITION BY \"V\" ORDER BY \"AP\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"V\") AS \"cnt\"\n FROM \"typed\"\n),\n\"bounds\" AS (\n SELECT\n \"V\",\n \"cnt\",\n \"AP\",\n \"rn\",\n (1 + 0.9 * (\"cnt\" - 1)) AS \"r\",\n CAST((1 + 0.9 * (\"cnt\" - 1)) AS INT) AS \"lo_rn\",\n ((1 + 0.9 * (\"cnt\" - 1)) - CAST((1 + 0.9 * (\"cnt\" - 1)) AS INT)) AS \"frac\"\n FROM \"ranked\"\n),\n\"per_group\" AS (\n SELECT\n \"V\",\n \"cnt\",\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"AP\" END) AS \"lo_val\",\n MAX(CASE WHEN \"rn\" = \"lo_rn\" + CASE WHEN \"frac\" > 0 THEN 1 ELSE 0 END THEN \"AP\" END) AS \"hi_val\",\n MAX(\"frac\") AS \"frac\"\n FROM \"bounds\"\n GROUP BY \"V\", \"cnt\"\n)\nSELECT\n \"V\",\n (\"lo_val\" + \"frac\" * (COALESCE(\"hi_val\", \"lo_val\") - \"lo_val\")) AS \"percentile_measure\"\nFROM \"per_group\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC\nLIMIT 16", "query_score": 0.2, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.0, "strict_set_score": 0.0, "key_set_score": 0.0, "profile_score": 0.0, "row_count_score": 1.0, "column_score": 1.0, "key_columns": ["V"], "measure_columns": ["percentile_measure"], "result_role_annotation_key": "", "result_role_annotation_confidence": null, "result_role_annotation_contract_version": "", "key_column_source": "regex_fallback", "real_rows": 16, "synthetic_rows": 16, "real_columns": ["V", "percentile_measure"], "synthetic_columns": ["V", "percentile_measure"], "query_score_method": "composite_key_profile_rowcount_column", "score_contract_version": "real_vs_synthetic_sql_result_v2", "score_weights": {"strict_set_score": 0.45, "key_set_score": 0.2, "profile_score": 0.15, "row_count_score": 0.1, "column_score": 0.1}, "composite_score": 0.2}, "canonical_subitem_id": "tail_concentration_consistency", "contract_version": "analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "ranked_signal_view", "normalized_intended_facet_id": "rare_target_concentration", "subitem_inference_source": "facet", "subitem_inference_note": "rare_target_concentration"} +{"provenance_contract_version": "evaluation_source_provenance_v1", "real_reference_split": "train", "real_source_kind": "reference_split_csv", "real_source_dataset_id": "n20", "real_source_split": "train", "real_source_path": "/data/jialinzhang/Datasets/tabular_datasets/n20/n20-train.csv", "real_source_exists": true, "real_source_mtime_utc": "2026-02-28T00:54:45.459197+00:00", "real_source_size_bytes": 291758, "dataset_id": "n20", "model_id": "realtabformer", "server_type": "specialized_trainonly", "root_name": "SpecializedModels-trainonly-v1", "root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "run_id": "rtf-n20-20260330_023856", "synthetic_csv_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "metadata_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/runtime_result.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/input_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/public_gate_report.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/normalized_schema_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/staged_input_manifest.json"], "log_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/train_20260330_023856.log", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/gen_20260330_043036.log"], "discovered_via": "n20_realtabformer_backfill", "timestamp_utc": null, "synthetic_source_mtime_utc": null, "synthetic_source_size_bytes": 32394, "gpu_seconds_raw": 0.0, "gpu_hours_equivalent": 0.0, "gpu_hours_source": "not_recomputed", "cost_usd": 0.0, "asset_key": "n20__specialized_trainonly__realtabformer__rtf-n20-20260330_023856", "model_server_key": "realtabformer__specialized_trainonly", "synthetic_source_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "synthetic_source_root_name": "SpecializedModels-trainonly-v1", "synthetic_source_root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "synthetic_source_asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "synthetic_source_run_id": "rtf-n20-20260330_023856", "synthetic_source_discovered_via": "n20_realtabformer_backfill", "query_id": "v2q_n20_b7ae6ffec47c6763", "question_id": "v2q_n20_b7ae6ffec47c6763", "sql_index": 1, "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=AP.", "template_id": "tpl_h2o_group_sum", "template_name": "Grouped Numeric Sum", "family_id": "subgroup_structure", "intended_facet_id": "subgroup_conditional_contrast", "variant_semantic_role": "collapsed_target_view", "stable_question_id": "v2q_n20_b7ae6ffec47c6763", "query_identity_stable_key": "n20::v2q_n20_b7ae6ffec47c6763", "source_sql_run_id": "v2_cli_20260502_081223_a", "sql_engine": "cli", "sql_model": "", "sql_source_version": "v2", "sql_source_label": "v2_current", "sql_source_description": "current registry-backed workload SQL under logs/subitem_workload_v2/", "sql_source_root": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs", "sql_source_kind": "current_query_registry", "sql_source_selection_mode": "latest_per_query_record_id", "sql_origin_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_b7ae6ffec47c6763.sql", "sql_source_manifest_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/run_manifest.json", "sql_source_registry_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/grounding/registries/v2_cli_20260502_081223_a_query_registry_v2.jsonl", "sql": "SELECT \"V\", SUM(CAST(\"AP\" AS REAL)) AS total_measure\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY total_measure DESC", "query_score": 0.359609, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.0, "strict_set_score": 0.0, "key_set_score": 0.5396825396825397, "profile_score": 0.5396825396825397, "row_count_score": 0.7072, "column_score": 1.0, "key_columns": ["V"], "measure_columns": ["total_measure"], "result_role_annotation_key": "", "result_role_annotation_confidence": null, "result_role_annotation_contract_version": "", "key_column_source": "regex_fallback", "real_rows": 625, "synthetic_rows": 442, "real_columns": ["V", "total_measure"], "synthetic_columns": ["V", "total_measure"], "query_score_method": "composite_key_profile_rowcount_column", "score_contract_version": "real_vs_synthetic_sql_result_v2", "score_weights": {"strict_set_score": 0.45, "key_set_score": 0.2, "profile_score": 0.15, "row_count_score": 0.1, "column_score": 0.1}, "composite_score": 0.35960888888888887}, "canonical_subitem_id": "internal_profile_stability", "contract_version": "analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "collapsed_target_view", "normalized_intended_facet_id": "subgroup_conditional_contrast", "subitem_inference_source": "facet", "subitem_inference_note": "subgroup_conditional_contrast"} +{"provenance_contract_version": "evaluation_source_provenance_v1", "real_reference_split": "train", "real_source_kind": "reference_split_csv", "real_source_dataset_id": "n20", "real_source_split": "train", "real_source_path": "/data/jialinzhang/Datasets/tabular_datasets/n20/n20-train.csv", "real_source_exists": true, "real_source_mtime_utc": "2026-02-28T00:54:45.459197+00:00", "real_source_size_bytes": 291758, "dataset_id": "n20", "model_id": "realtabformer", "server_type": "specialized_trainonly", "root_name": "SpecializedModels-trainonly-v1", "root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "run_id": "rtf-n20-20260330_023856", "synthetic_csv_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "metadata_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/runtime_result.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/input_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/public_gate_report.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/normalized_schema_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/staged_input_manifest.json"], "log_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/train_20260330_023856.log", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/gen_20260330_043036.log"], "discovered_via": "n20_realtabformer_backfill", "timestamp_utc": null, "synthetic_source_mtime_utc": null, "synthetic_source_size_bytes": 32394, "gpu_seconds_raw": 0.0, "gpu_hours_equivalent": 0.0, "gpu_hours_source": "not_recomputed", "cost_usd": 0.0, "asset_key": "n20__specialized_trainonly__realtabformer__rtf-n20-20260330_023856", "model_server_key": "realtabformer__specialized_trainonly", "synthetic_source_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "synthetic_source_root_name": "SpecializedModels-trainonly-v1", "synthetic_source_root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "synthetic_source_asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "synthetic_source_run_id": "rtf-n20-20260330_023856", "synthetic_source_discovered_via": "n20_realtabformer_backfill", "query_id": "v2q_n20_b7b6a482b63a0fb8", "question_id": "v2q_n20_b7b6a482b63a0fb8", "sql_index": 1, "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=V.", "template_id": "tpl_tpcds_within_group_share", "template_name": "Within-Group Share of Total", "family_id": "conditional_dependency_structure", "intended_facet_id": "pairwise_conditional_dependency", "variant_semantic_role": "focused_target_view", "stable_question_id": "v2q_n20_b7b6a482b63a0fb8", "query_identity_stable_key": "n20::v2q_n20_b7b6a482b63a0fb8", "source_sql_run_id": "v2_cli_20260502_081223_a", "sql_engine": "cli", "sql_model": "", "sql_source_version": "v2", "sql_source_label": "v2_current", "sql_source_description": "current registry-backed workload SQL under logs/subitem_workload_v2/", "sql_source_root": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs", "sql_source_kind": "current_query_registry", "sql_source_selection_mode": "latest_per_query_record_id", "sql_origin_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_b7b6a482b63a0fb8.sql", "sql_source_manifest_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/run_manifest.json", "sql_source_registry_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/grounding/registries/v2_cli_20260502_081223_a_query_registry_v2.jsonl", "sql": "SELECT \"V\", \"PE\",\n SUM(CAST(\"V\" AS REAL)) AS total_measure,\n SUM(CAST(\"V\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"V\" AS REAL))) OVER (PARTITION BY \"V\") AS share_within_group\nFROM \"n20\"\nGROUP BY \"V\", \"PE\"\nORDER BY share_within_group DESC", "query_score": 0.145152, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.00011719207781553967, "strict_set_score": 0.00011719207781553967, "key_set_score": 0.07997975196152873, "profile_score": 0.11041399064881487, "row_count_score": 0.12541210602663855, "column_score": 1.0, "key_columns": ["V", "PE"], "measure_columns": ["total_measure", "share_within_group"], "result_role_annotation_key": "", "result_role_annotation_confidence": null, "result_role_annotation_contract_version": "", "key_column_source": "regex_fallback", "real_rows": 7583, "synthetic_rows": 951, "real_columns": ["V", "PE", "total_measure", "share_within_group"], "synthetic_columns": ["V", "PE", "total_measure", "share_within_group"], "query_score_method": "composite_key_profile_rowcount_column", "score_contract_version": "real_vs_synthetic_sql_result_v2", "score_weights": {"strict_set_score": 0.45, "key_set_score": 0.2, "profile_score": 0.15, "row_count_score": 0.1, "column_score": 0.1}, "composite_score": 0.14515199602730883}, "canonical_subitem_id": "dependency_strength_similarity", "contract_version": "analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "focused_target_view", "normalized_intended_facet_id": "pairwise_conditional_dependency", "subitem_inference_source": "facet", "subitem_inference_note": "pairwise_conditional_dependency"} +{"provenance_contract_version": "evaluation_source_provenance_v1", "real_reference_split": "train", "real_source_kind": "reference_split_csv", "real_source_dataset_id": "n20", "real_source_split": "train", "real_source_path": "/data/jialinzhang/Datasets/tabular_datasets/n20/n20-train.csv", "real_source_exists": true, "real_source_mtime_utc": "2026-02-28T00:54:45.459197+00:00", "real_source_size_bytes": 291758, "dataset_id": "n20", "model_id": "realtabformer", "server_type": "specialized_trainonly", "root_name": "SpecializedModels-trainonly-v1", "root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "run_id": "rtf-n20-20260330_023856", "synthetic_csv_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "metadata_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/runtime_result.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/input_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/public_gate_report.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/normalized_schema_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/staged_input_manifest.json"], "log_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/train_20260330_023856.log", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/gen_20260330_043036.log"], "discovered_via": "n20_realtabformer_backfill", "timestamp_utc": null, "synthetic_source_mtime_utc": null, "synthetic_source_size_bytes": 32394, "gpu_seconds_raw": 0.0, "gpu_hours_equivalent": 0.0, "gpu_hours_source": "not_recomputed", "cost_usd": 0.0, "asset_key": "n20__specialized_trainonly__realtabformer__rtf-n20-20260330_023856", "model_server_key": "realtabformer__specialized_trainonly", "synthetic_source_path": 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"/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/run_manifest.json", "sql_source_registry_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/grounding/registries/v2_cli_20260502_081223_a_query_registry_v2.jsonl", "sql": "WITH buckets AS (\n SELECT \"RH\",\n CAST(\"RH\" AS REAL) AS \"RH_num\",\n NTILE(10) OVER (ORDER BY CAST(\"RH\" AS REAL) DESC) AS tail_bucket\n FROM \"n20\"\n)\nSELECT \"RH\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"RH_num\" DESC", "query_score": 0.200123, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.1088348271446863, "strict_set_score": 0.1088348271446863, "key_set_score": 0.1088348271446863, "profile_score": 0.1088348271446863, "row_count_score": 0.13054830287206265, "column_score": 1.0, "key_columns": ["RH"], "measure_columns": [], "result_role_annotation_key": "", "result_role_annotation_confidence": null, "result_role_annotation_contract_version": "", "key_column_source": "regex_fallback", "real_rows": 766, "synthetic_rows": 100, "real_columns": ["RH"], "synthetic_columns": ["RH"], "query_score_method": "composite_key_profile_rowcount_column", "score_contract_version": "real_vs_synthetic_sql_result_v2", "score_weights": {"strict_set_score": 0.45, "key_set_score": 0.2, "profile_score": 0.15, "row_count_score": 0.1, "column_score": 0.1}, "composite_score": 0.2001226920029553}, "canonical_subitem_id": "tail_set_consistency", "contract_version": "analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "rare_extreme_view", "normalized_intended_facet_id": "low_support_extremes", "subitem_inference_source": "facet", "subitem_inference_note": "low_support_extremes"} +{"provenance_contract_version": "evaluation_source_provenance_v1", "real_reference_split": "train", "real_source_kind": 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"/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "synthetic_source_run_id": "rtf-n20-20260330_023856", "synthetic_source_discovered_via": "n20_realtabformer_backfill", "query_id": "v2q_n20_edcb40c89bd7aa65", "question_id": "v2q_n20_edcb40c89bd7aa65", "sql_index": 1, "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=V, measure_col=AT.", "template_id": "tpl_grouped_percentile_point", "template_name": "Grouped Percentile Point", "family_id": "tail_rarity_structure", "intended_facet_id": "rare_target_concentration", "variant_semantic_role": "focused_target_view", "stable_question_id": "v2q_n20_edcb40c89bd7aa65", "query_identity_stable_key": "n20::v2q_n20_edcb40c89bd7aa65", "source_sql_run_id": "v2_cli_20260502_081223_a", "sql_engine": "cli", "sql_model": "", "sql_source_version": "v2", "sql_source_label": "v2_current", "sql_source_description": "current registry-backed workload SQL under logs/subitem_workload_v2/", "sql_source_root": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs", "sql_source_kind": "current_query_registry", "sql_source_selection_mode": "latest_per_query_record_id", "sql_origin_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_edcb40c89bd7aa65.sql", "sql_source_manifest_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/run_manifest.json", "sql_source_registry_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/grounding/registries/v2_cli_20260502_081223_a_query_registry_v2.jsonl", "sql": "WITH \"__base\" AS (\n SELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"AT\" AS REAL) AS \"AT\"\n FROM \"n20\"\n WHERE \"V\" IS NOT NULL\n AND \"AT\" IS NOT NULL\n),\n\"__ranked\" AS (\n SELECT\n \"V\",\n \"AT\",\n ROW_NUMBER() OVER (PARTITION BY \"V\" ORDER BY \"AT\") AS \"__rn\",\n COUNT(*) OVER (PARTITION BY \"V\") AS \"__cnt\"\n FROM \"__base\"\n),\n\"__percentile\" AS (\n SELECT\n \"V\",\n \"AT\" AS \"percentile_measure\",\n \"__cnt\"\n FROM \"__ranked\"\n WHERE \"__rn\" = CAST(((95 * \"__cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"V\",\n \"percentile_measure\"\nFROM \"__percentile\"\nWHERE \"__cnt\" >= 5\nORDER BY \"percentile_measure\" DESC\nLIMIT 14", "query_score": 0.2, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.0, "strict_set_score": 0.0, "key_set_score": 0.0, "profile_score": 0.0, "row_count_score": 1.0, "column_score": 1.0, "key_columns": ["V"], "measure_columns": ["percentile_measure"], "result_role_annotation_key": "", "result_role_annotation_confidence": null, "result_role_annotation_contract_version": "", "key_column_source": "regex_fallback", "real_rows": 14, "synthetic_rows": 14, "real_columns": ["V", "percentile_measure"], "synthetic_columns": ["V", "percentile_measure"], "query_score_method": "composite_key_profile_rowcount_column", "score_contract_version": "real_vs_synthetic_sql_result_v2", "score_weights": {"strict_set_score": 0.45, "key_set_score": 0.2, "profile_score": 0.15, "row_count_score": 0.1, "column_score": 0.1}, "composite_score": 0.2}, "canonical_subitem_id": "tail_concentration_consistency", "contract_version": "analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "focused_target_view", "normalized_intended_facet_id": "rare_target_concentration", "subitem_inference_source": "facet", "subitem_inference_note": "rare_target_concentration"} +{"provenance_contract_version": "evaluation_source_provenance_v1", "real_reference_split": "train", "real_source_kind": "reference_split_csv", "real_source_dataset_id": "n20", "real_source_split": "train", "real_source_path": "/data/jialinzhang/Datasets/tabular_datasets/n20/n20-train.csv", "real_source_exists": true, "real_source_mtime_utc": "2026-02-28T00:54:45.459197+00:00", "real_source_size_bytes": 291758, "dataset_id": "n20", "model_id": "realtabformer", "server_type": "specialized_trainonly", "root_name": "SpecializedModels-trainonly-v1", "root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "asset_dir": 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"/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/staged_input_manifest.json"], "log_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/train_20260330_023856.log", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/gen_20260330_043036.log"], "discovered_via": "n20_realtabformer_backfill", "timestamp_utc": null, "synthetic_source_mtime_utc": null, "synthetic_source_size_bytes": 32394, "gpu_seconds_raw": 0.0, "gpu_hours_equivalent": 0.0, "gpu_hours_source": "not_recomputed", "cost_usd": 0.0, "asset_key": "n20__specialized_trainonly__realtabformer__rtf-n20-20260330_023856", "model_server_key": "realtabformer__specialized_trainonly", "synthetic_source_path": 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Focus on group_col=V, measure_col=AP.", "template_id": "tpl_h2o_group_sum", "template_name": "Grouped Numeric Sum", "family_id": "subgroup_structure", "intended_facet_id": "subgroup_distribution_shift", "variant_semantic_role": "collapsed_target_view", "stable_question_id": "v2q_n20_ee411a2ed78b2be2", "query_identity_stable_key": "n20::v2q_n20_ee411a2ed78b2be2", "source_sql_run_id": "v2_cli_20260502_081223_a", "sql_engine": "cli", "sql_model": "", "sql_source_version": "v2", "sql_source_label": "v2_current", "sql_source_description": "current registry-backed workload SQL under logs/subitem_workload_v2/", "sql_source_root": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs", "sql_source_kind": "current_query_registry", "sql_source_selection_mode": "latest_per_query_record_id", "sql_origin_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_ee411a2ed78b2be2.sql", "sql_source_manifest_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/run_manifest.json", "sql_source_registry_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/grounding/registries/v2_cli_20260502_081223_a_query_registry_v2.jsonl", "sql": "SELECT \"V\", SUM(CAST(\"AP\" AS REAL)) AS \"total_measure\"\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY \"total_measure\" DESC", "query_score": 0.359609, "query_score_method": "composite_key_profile_rowcount_column", "query_row_limit": 0, "synthetic_exec_ok": true, "real_exec_ok": true, "details": {"set_score": 0.0, "strict_set_score": 0.0, "key_set_score": 0.5396825396825397, "profile_score": 0.5396825396825397, "row_count_score": 0.7072, "column_score": 1.0, "key_columns": ["V"], "measure_columns": ["total_measure"], "result_role_annotation_key": "", "result_role_annotation_confidence": null, "result_role_annotation_contract_version": "", "key_column_source": "regex_fallback", "real_rows": 625, "synthetic_rows": 442, "real_columns": ["V", "total_measure"], "synthetic_columns": ["V", "total_measure"], "query_score_method": "composite_key_profile_rowcount_column", "score_contract_version": "real_vs_synthetic_sql_result_v2", "score_weights": {"strict_set_score": 0.45, "key_set_score": 0.2, "profile_score": 0.15, "row_count_score": 0.1, "column_score": 0.1}, "composite_score": 0.35960888888888887}, "canonical_subitem_id": "internal_profile_stability", "contract_version": "analytics_family_subitem_contract_v1", "normalized_variant_semantic_role": "collapsed_target_view", "normalized_intended_facet_id": "subgroup_distribution_shift", "subitem_inference_source": "facet", "subitem_inference_note": "subgroup_distribution_shift"} +{"provenance_contract_version": "evaluation_source_provenance_v1", "real_reference_split": "train", "real_source_kind": "reference_split_csv", "real_source_dataset_id": "n20", "real_source_split": "train", "real_source_path": "/data/jialinzhang/Datasets/tabular_datasets/n20/n20-train.csv", "real_source_exists": true, "real_source_mtime_utc": "2026-02-28T00:54:45.459197+00:00", "real_source_size_bytes": 291758, "dataset_id": "n20", "model_id": "realtabformer", "server_type": "specialized_trainonly", "root_name": "SpecializedModels-trainonly-v1", "root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "run_id": "rtf-n20-20260330_023856", "synthetic_csv_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "metadata_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/runtime_result.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/input_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/public_gate_report.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/normalized_schema_snapshot.json", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/public_gate/staged_input_manifest.json"], "log_paths": ["/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/train_20260330_023856.log", "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/gen_20260330_043036.log"], "discovered_via": "n20_realtabformer_backfill", "timestamp_utc": null, "synthetic_source_mtime_utc": null, "synthetic_source_size_bytes": 32394, "gpu_seconds_raw": 0.0, "gpu_hours_equivalent": 0.0, "gpu_hours_source": "not_recomputed", "cost_usd": 0.0, "asset_key": "n20__specialized_trainonly__realtabformer__rtf-n20-20260330_023856", "model_server_key": "realtabformer__specialized_trainonly", "synthetic_source_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856/rtf-n20-1000-20260330_043036.csv", "synthetic_source_root_name": "SpecializedModels-trainonly-v1", "synthetic_source_root_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels", "synthetic_source_asset_dir": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n20/realtabformer/rtf-n20-20260330_023856", "synthetic_source_run_id": "rtf-n20-20260330_023856", "synthetic_source_discovered_via": "n20_realtabformer_backfill", "query_id": "v2q_n20_f07934f9f27282cc", "question_id": "v2q_n20_f07934f9f27282cc", "sql_index": 1, "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. 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