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FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-02297/audit.json

@@ -0,0 +1,417 @@
+{
+  "gate": {
+    "pre_nl_gate": {
+      "gate_label": "GATE_PASS",
+      "gate_pass": true,
+      "hard_fails": 0,
+      "warns": 0,
+      "checks": [
+        {
+          "check": "final_target_gate",
+          "pass": true,
+          "detail": "final_target has 9 cells"
+        },
+        {
+          "check": "header_grounding",
+          "pass": true,
+          "severity": "pass",
+          "detail": "1/1 final regions have column_header"
+        },
+        {
+          "check": "mask_consistency",
+          "pass": true,
+          "detail": "mask_last=31260B, src=42933B"
+        },
+        {
+          "check": "dirty_family",
+          "pass": true,
+          "detail": "0 dirty cells"
+        },
+        {
+          "check": "ratio_gate",
+          "pass": true,
+          "detail": "ratio=2.0 (total=18, final=9)"
+        },
+        {
+          "check": "dedup_gate",
+          "pass": true,
+          "detail": "0 duplicate cells across layers"
+        },
+        {
+          "check": "gt_uniqueness",
+          "pass": true,
+          "detail": "7 unique values across 18 cells"
+        },
+        {
+          "check": "tail_artifact",
+          "pass": true,
+          "detail": "0 bad values"
+        },
+        {
+          "check": "unrecoverable_leaf",
+          "pass": true,
+          "detail": "clean",
+          "hidden_const_cells": []
+        },
+        {
+          "check": "adjacent_column_leak",
+          "pass": true,
+          "detail": "clean"
+        },
+        {
+          "check": "header_name_accuracy",
+          "pass": true,
+          "detail": "clean"
+        },
+        {
+          "check": "duplicate_lookup_tie_break",
+          "pass": true,
+          "detail": "no lookup formulas"
+        },
+        {
+          "check": "src_chain_integrity",
+          "pass": true,
+          "severity": "ok",
+          "detail": "clean",
+          "sub_checks": {
+            "error_cells": {
+              "pass": true,
+              "count": 0,
+              "cells": []
+            },
+            "external_refs": {
+              "pass": true,
+              "count": 0,
+              "cells": []
+            },
+            "volatile_funcs": {
+              "pass": true,
+              "count": 0,
+              "cells": []
+            },
+            "missing_sheets": {
+              "pass": true,
+              "count": 0,
+              "sheets": []
+            },
+            "circular_refs": {
+              "pass": true,
+              "cycle_cells": []
+            }
+          }
+        },
+        {
+          "check": "uniqueness_deep",
+          "pass": true,
+          "severity": "ok",
+          "detail": "clean"
+        }
+      ]
+    },
+    "post_nl_validate": {
+      "validate_label": "SOFT_WARN",
+      "validate_pass": true,
+      "hard_fails": 0,
+      "soft_warns": 1,
+      "checks": [
+        {
+          "check": "cell_range_match",
+          "pass": false,
+          "detail": "contract=6, prompt=3, missing=3",
+          "missing_ranges": [
+            "M20:M23",
+            "M26:M27",
+            "M32:M34"
+          ],
+          "severity": "SOFT_WARN"
+        },
+        {
+          "check": "cell_count_match",
+          "pass": true,
+          "detail": "no explicit total found; skipping (natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "step_count_match",
+          "pass": true,
+          "detail": "contract=1, no explicit steps found (v5 natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "sheet_name_match",
+          "pass": true,
+          "detail": "contract=['Primary Layout'], missing=[]",
+          "severity": "OK"
+        },
+        {
+          "check": "no_formula_leak",
+          "pass": true,
+          "detail": "0 formula leaks",
+          "severity": "OK"
+        },
+        {
+          "check": "no_value_leak",
+          "pass": true,
+          "detail": "0 value leaks out of 9 GT cells",
+          "severity": "OK"
+        },
+        {
+          "check": "final_target_first",
+          "pass": true,
+          "detail": "no explicit final target marker (natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "output_format",
+          "pass": true,
+          "detail": "output format found",
+          "severity": "OK"
+        },
+        {
+          "check": "header_in_prompt",
+          "pass": true,
+          "detail": "no column headers found in prompt",
+          "severity": "OK"
+        },
+        {
+          "check": "hint_specificity",
+          "pass": true,
+          "detail": "clean",
+          "severity": "OK"
+        },
+        {
+          "check": "evidence_scope",
+          "pass": true,
+          "detail": "no cross-sheet refs in GT",
+          "severity": "OK"
+        },
+        {
+          "check": "exemplar_consistency",
+          "pass": true,
+          "severity": "OK",
+          "detail": "checked 2 col groups; CONFLICTS: Primary Layout!J14: visible='=I14+1' vs GT pattern='=+K#+L#+M#'; Primary Layout!J24: visible='=SUM(IF(NOT(ISBLANK($B19:$B23)' vs GT pattern='=+K#+L#+M#'"
+        },
+        {
+          "check": "nl_gt_operation_consistency",
+          "pass": true,
+          "detail": "GT funcs: []",
+          "severity": "OK"
+        },
+        {
+          "check": "unmatched_default_rule",
+          "pass": true,
+          "detail": "no default-rule phrase found in NL",
+          "severity": "OK"
+        },
+        {
+          "check": "volatile_function_freeze",
+          "pass": true,
+          "detail": "volatile_cells=0",
+          "severity": "OK"
+        },
+        {
+          "check": "direct_answer_leakage",
+          "pass": true,
+          "detail": "0 leaks out of 18 GT cells (0%)",
+          "severity": "OK"
+        }
+      ]
+    },
+    "pre_nl_local": {
+      "local_total": 58,
+      "local_label": "PENDING_NL",
+      "hard_fail_flags": [],
+      "warnings": [
+        "nl_missing"
+      ],
+      "local_subscores": {
+        "family_clean": 25,
+        "target_integrity": 15,
+        "taxonomy": 10,
+        "semantic_signal": 8,
+        "nl_schema": 0,
+        "target_alignment": 0,
+        "business_specificity": 0,
+        "nl_risk": 0
+      }
+    }
+  },
+  "verify": {
+    "uniqueness": {
+      "total_gt_cells": 18,
+      "total_non_none": 18,
+      "block_reasons": [],
+      "warnings": [],
+      "checks": {
+        "rank_tie_risk": {
+          "rank_cells": 0,
+          "tie_issues": 0,
+          "details": []
+        },
+        "trivial_gt": {
+          "issues": []
+        },
+        "gt_type_consistency": {
+          "types": {
+            "float": 18
+          },
+          "mixed": false
+        },
+        "empty_gt": {
+          "count": 0,
+          "details": []
+        }
+      }
+    },
+    "src_chain": {
+      "hard_block": false,
+      "block_reasons": [],
+      "checks": {
+        "error_cells": {
+          "pass": true,
+          "count": 0,
+          "cells": []
+        },
+        "external_refs": {
+          "pass": true,
+          "count": 0,
+          "cells": []
+        },
+        "volatile_funcs": {
+          "pass": true,
+          "count": 0,
+          "cells": []
+        },
+        "missing_sheets": {
+          "pass": true,
+          "count": 0,
+          "sheets": []
+        },
+        "circular_refs": {
+          "pass": true,
+          "cycle_cells": []
+        }
+      },
+      "required_chain_scope": {
+        "external_ref_in_required_chain": 0,
+        "external_ref_in_other": 0,
+        "error_cells_in_required_chain": 0,
+        "error_cells_in_other": 0,
+        "required_chain_cells": 18
+      }
+    },
+    "solver_visibility": {
+      "contract_cells": 18,
+      "total_masked": 18,
+      "total_visible": 297,
+      "depth": 2,
+      "block_reasons": [],
+      "warnings": [],
+      "checks": {
+        "broken_chains": {
+          "count": 0,
+          "checked": 18,
+          "details": []
+        },
+        "orphan_masks": {
+          "count": 0,
+          "details": []
+        },
+        "self_contained": {
+          "missing_sheets": []
+        }
+      }
+    },
+    "exemplar": {
+      "soft_block": true,
+      "block_reasons": [
+        "zero_exemplar:2_patterns"
+      ],
+      "checks": {
+        "pattern_coverage": {
+          "pass": false,
+          "total_gt_patterns": 2,
+          "total_src_patterns": 8,
+          "zero_exemplar_count": 2,
+          "low_exemplar_count": 0
+        },
+        "zero_exemplar_patterns": {
+          "pass": false,
+          "patterns": [
+            {
+              "pattern": "=+REF+REF+REF+REF+REF",
+              "total_in_src": 9,
+              "sample_formula": "=+N20+O20+V20+Z20+AB20"
+            },
+            {
+              "pattern": "=+REF+REF+REF",
+              "total_in_src": 9,
+              "sample_formula": "=+K20+L20+M20"
+            }
+          ]
+        },
+        "low_exemplar_patterns": {
+          "pass": true,
+          "patterns": []
+        },
+        "func_coverage": {
+          "arithmetic": {
+            "total_masked": 18,
+            "visible_exemplars": 37
+          }
+        }
+      }
+    },
+    "shortcut": {
+      "shortcut_risk": 0.0,
+      "flags": []
+    },
+    "release_audit": {
+      "surface_single_sheet": true,
+      "surface_sheets": [
+        "Primary Layout"
+      ],
+      "cross_sheet_actual": false,
+      "cross_sheet_ref_count": 0,
+      "referenced_sheets": [],
+      "target_shape": "summary_block",
+      "layer_sizes": [
+        9,
+        9
+      ],
+      "mask_last_total_cells": 18,
+      "layer_growth_ratios": [
+        1.0
+      ],
+      "pattern_dominance_ratio": 0.5,
+      "visible_clone_regions": 0,
+      "nearby_visible_clone_regions": 0,
+      "nearby_visible_clone_rows": 0,
+      "nearby_visible_clone_ratio": 0.0,
+      "promptability_score": 1.0,
+      "release_reasons": [],
+      "release_verdict": "KEEP"
+    }
+  },
+  "difficulty": {
+    "task_id": "single_sheet__dag_ae2fcdc42aae",
+    "difficulty_score": 38.6,
+    "difficulty": "medium",
+    "depth": 2,
+    "total_masked": 18,
+    "is_cross_sheet": false,
+    "unique_patterns": 2,
+    "avg_complexity": 11.0,
+    "cross_refs": 0,
+    "visible_exemplar_ratio": 0.775,
+    "score_breakdown": {
+      "depth": 7,
+      "cross_sheet": 0,
+      "cell_count": 8.3,
+      "patterns": 6,
+      "complexity": 15,
+      "cross_refs": 0,
+      "vis_penalty": 2.2
+    }
+  }
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-02297/ground_truth_full.json

@@ -0,0 +1,164 @@
+[
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 20,
+    "formula": "=+K20+L20+M20",
+    "cached_value": 0.385,
+    "pattern_id": "pf_0004",
+    "layer": 1
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 21,
+    "formula": "=+K21+L21+M21",
+    "cached_value": 0.385,
+    "pattern_id": "pf_0004",
+    "layer": 1
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 22,
+    "formula": "=+K22+L22+M22",
+    "cached_value": 0.395,
+    "pattern_id": "pf_0004",
+    "layer": 1
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 23,
+    "formula": "=+K23+L23+M23",
+    "cached_value": 0.395,
+    "pattern_id": "pf_0004",
+    "layer": 1
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 26,
+    "formula": "=+K26+L26+M26",
+    "cached_value": 0.460937,
+    "pattern_id": "pf_0004",
+    "layer": 1
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 27,
+    "formula": "=+K27+L27+M27",
+    "cached_value": 0.076823,
+    "pattern_id": "pf_0004",
+    "layer": 1
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 32,
+    "formula": "=+K32+L32+M32",
+    "cached_value": 0.515278,
+    "pattern_id": "pf_0004",
+    "layer": 1
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 33,
+    "formula": "=+K33+L33+M33",
+    "cached_value": 0.414063,
+    "pattern_id": "pf_0004",
+    "layer": 1
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 34,
+    "formula": "=+K34+L34+M34",
+    "cached_value": 0.414062,
+    "pattern_id": "pf_0004",
+    "layer": 1
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "M",
+    "row": 20,
+    "formula": "=+N20+O20+V20+Z20+AB20",
+    "cached_value": 0.385,
+    "pattern_id": "pf_0005",
+    "layer": 2
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "M",
+    "row": 21,
+    "formula": "=+N21+O21+V21+Z21+AB21",
+    "cached_value": 0.385,
+    "pattern_id": "pf_0005",
+    "layer": 2
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "M",
+    "row": 22,
+    "formula": "=+N22+O22+V22+Z22+AB22",
+    "cached_value": 0.395,
+    "pattern_id": "pf_0005",
+    "layer": 2
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "M",
+    "row": 23,
+    "formula": "=+N23+O23+V23+Z23+AB23",
+    "cached_value": 0.395,
+    "pattern_id": "pf_0005",
+    "layer": 2
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "M",
+    "row": 26,
+    "formula": "=+N26+O26+V26+Z26+AB26",
+    "cached_value": 0.460937,
+    "pattern_id": "pf_0005",
+    "layer": 2
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "M",
+    "row": 27,
+    "formula": "=+N27+O27+V27+Z27+AB27",
+    "cached_value": 0.076823,
+    "pattern_id": "pf_0005",
+    "layer": 2
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "M",
+    "row": 32,
+    "formula": "=+N32+O32+V32+Z32+AB32",
+    "cached_value": 0.515278,
+    "pattern_id": "pf_0005",
+    "layer": 2
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "M",
+    "row": 33,
+    "formula": "=+N33+O33+V33+Z33+AB33",
+    "cached_value": 0.414063,
+    "pattern_id": "pf_0005",
+    "layer": 2
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "M",
+    "row": 34,
+    "formula": "=+N34+O34+V34+Z34+AB34",
+    "cached_value": 0.414062,
+    "pattern_id": "pf_0005",
+    "layer": 2
+  }
+]

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-02297/ground_truth_target.json

@@ -0,0 +1,74 @@
+[
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 20,
+    "formula": "=+K20+L20+M20",
+    "cached_value": 0.385,
+    "pattern_id": "pf_0004"
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 21,
+    "formula": "=+K21+L21+M21",
+    "cached_value": 0.385,
+    "pattern_id": "pf_0004"
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 22,
+    "formula": "=+K22+L22+M22",
+    "cached_value": 0.395,
+    "pattern_id": "pf_0004"
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 23,
+    "formula": "=+K23+L23+M23",
+    "cached_value": 0.395,
+    "pattern_id": "pf_0004"
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 26,
+    "formula": "=+K26+L26+M26",
+    "cached_value": 0.460937,
+    "pattern_id": "pf_0004"
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 27,
+    "formula": "=+K27+L27+M27",
+    "cached_value": 0.076823,
+    "pattern_id": "pf_0004"
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 32,
+    "formula": "=+K32+L32+M32",
+    "cached_value": 0.515278,
+    "pattern_id": "pf_0004"
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 33,
+    "formula": "=+K33+L33+M33",
+    "cached_value": 0.414063,
+    "pattern_id": "pf_0004"
+  },
+  {
+    "sheet": "Primary Layout",
+    "col": "J",
+    "row": 34,
+    "formula": "=+K34+L34+M34",
+    "cached_value": 0.414062,
+    "pattern_id": "pf_0004"
+  }
+]

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-02297/layers.json

@@ -0,0 +1,87 @@
+{
+  "dag_id": "dag_ae2fcdc42aae",
+  "file_id": "199319d6-85f1-4224-90cc-96d9dd24ef0b",
+  "category": "single_sheet",
+  "surface_category": "single_sheet",
+  "effective_category": "single_sheet",
+  "depth": 2,
+  "quality": {
+    "chain_error_cells": 0,
+    "chain_external_cells": 0,
+    "is_clean": true
+  },
+  "layers": [
+    {
+      "layer_index": 1,
+      "new_pattern_groups": [
+        {
+          "region_ids": [
+            "rg_00119",
+            "rg_00120",
+            "rg_00121"
+          ],
+          "sheet": "Primary Layout",
+          "col": "J",
+          "rows": [
+            20,
+            21,
+            22,
+            23,
+            26,
+            27,
+            32,
+            33,
+            34
+          ],
+          "row_ranges": "20-23,26-27,32-34",
+          "row_count": 9,
+          "pattern_id": "pf_0004",
+          "normalized_pattern": "=+[C+1,R]+[C+2,R]+[C+3,R]",
+          "sample_formula": "=+K20+L20+M20"
+        }
+      ],
+      "new_eval_cells": 9,
+      "total_masked_cells": 9
+    },
+    {
+      "layer_index": 2,
+      "new_pattern_groups": [
+        {
+          "region_ids": [
+            "rg_00122",
+            "rg_00123",
+            "rg_00124"
+          ],
+          "sheet": "Primary Layout",
+          "col": "M",
+          "rows": [
+            20,
+            21,
+            22,
+            23,
+            26,
+            27,
+            32,
+            33,
+            34
+          ],
+          "row_ranges": "20-23,26-27,32-34",
+          "row_count": 9,
+          "pattern_id": "pf_0005",
+          "normalized_pattern": "=+[C+1,R]+[C+2,R]+[C+9,R]+[C+13,R]+[C+15,R]",
+          "sample_formula": "=+N20+O20+V20+Z20+AB20"
+        }
+      ],
+      "new_eval_cells": 9,
+      "total_masked_cells": 18
+    }
+  ],
+  "sink": {
+    "region_id": "rg_00120",
+    "sheet": "Primary Layout",
+    "col": "J",
+    "pattern_id": "pf_0004",
+    "row_count": 2,
+    "family_size": 9
+  }
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-02297/nl_task.json

@@ -0,0 +1,26 @@
+{
+  "task_id": "single_sheet__dag_ae2fcdc42aae",
+  "prompt_en": "The Primary Layout sheet is a REIT reporting page for REIT Name: National Retail Properties, Inc., with the ID field 00036280 and a Notes/Supplemental Information area at the top. Most of the page is already populated, but the column labeled “(11+12+13)” has missing entries that need to be filled in on rows J20:J23, J26:J27, and J32:J34. Some related blank fields on the same sheet appear to feed into these entries, so the row details should be in place before the “(11+12+13)” column is finalized. Please save the completed workbook as an .xlsx file.",
+  "prompt_cn": "“Primary Layout”工作表是一页 REIT 报告，顶部能看到 REIT Name: National Retail Properties, Inc.、ID 字段 00036280，以及 Notes/Supplemental Information 区域。页面大部分内容已经填写好了，但标为“(11+12+13)”的这一列还有缺失项，需要补全 J20:J23、J26:J27 和 J32:J34 这些位置。同一工作表中有些相关的空白字段看起来会影响这些条目，因此请先把相应行的信息补齐，再完善“(11+12+13)”列。请将完成后的工作簿保存为 .xlsx 文件。",
+  "quality_notes": "The prompt is minimal and business-context focused, references only visible workbook labels and the specified target range, mentions the natural prerequisite relationship without explaining any operation, and avoids formulas or answer values.",
+  "post_check_issues": [],
+  "prompt_mode": "minimal",
+  "hint_leakage": {
+    "score": 12,
+    "level": "low",
+    "max_possible": 100,
+    "dimensions": {
+      "operation_words": 0,
+      "cell_range_density": 12,
+      "step_by_step": 0,
+      "column_operation_mapping": 0,
+      "formula_pattern_hints": 0
+    },
+    "operation_words_found": [],
+    "cell_ranges_found": 3
+  },
+  "version": "v7",
+  "model": "gpt-5.5",
+  "elapsed": 39.1,
+  "attempt": 1
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-02297/release_qc.json

@@ -0,0 +1,58 @@
+{
+  "binary": true,
+  "binary_reason": "CORRECT: Clean chain-masked task with real in-range cells, correct GT formulas, and sufficient visible structural evidence from headers/column numbering to reconstruct both layers.",
+  "D1": {
+    "score": 5,
+    "reason": "All 18 contract cells are truly masked and within the actual sheet range. The mask boundary is clean with no extra masked cells and no unmasked contract cells. The formula-cache-missing entries are an openpyxl artifact and not a masking issue. Although similar patterns appear to be available elsewhere, the task is not invalidated because the solver still needs to reconstruct the J-to-M dependency and the M subtotal logic from headers/visible structure."
+  },
+  "D2": {
+    "score": 5,
+    "reason": "The layer-1 GT formulas are consistent and deterministic: each target J cell is =+Krow+Lrow+Mrow. Cached values align with the visible row data and prerequisite M results, subject only to normal spreadsheet/display rounding."
+  },
+  "D3": {
+    "score": 4,
+    "reason": "The NL clearly identifies the final missing range groups in column J and explains that related blank fields must be completed first. It is slightly vague because it does not explicitly name the prerequisite M cells or the formulas, but the request is understandable and consistent with the workbook."
+  },
+  "D4": {
+    "score": 5,
+    "reason": "From mask_last.xlsx and the prompt alone, the task is reconstructible. The headers show J as “(11+12+13)” and M as “(14+15+22+26+28)”, while row 14 maps spreadsheet columns to those numeric identifiers. K and L are visible as columns 11 and 12, M is column 13, and N/O/V/Z/AB correspond to 14/15/22/26/28. Thus the solver can infer J = K+L+M and M = N+O+V+Z+AB for each target row, then fill the dependency chain.",
+    "d4_type": "ok"
+  },
+  "D5": {
+    "score": 5,
+    "reason": "The source spreadsheet data appears sound: formulas are internally consistent, headers are meaningful for a REIT tax reporting layout, and there is no evidence of corrupted values, circular references, broken formulas, or phantom ranges."
+  },
+  "D6": {
+    "score": 5,
+    "reason": "The NL prompt reads like a plausible workplace instruction: it gives business context, identifies the missing area, mentions dependent blanks naturally, and avoids benchmark jargon."
+  },
+  "total": 29,
+  "verdict": "RELEASE",
+  "verdict_reason": "High-quality publishable task. The masking is clean, GT is correct, the prompt is sufficiently clear, and the dependency chain is solvable from visible workbook structure without relying on hidden information.",
+  "frontier_hardness": {
+    "score": 2,
+    "reason": "This is a short single-sheet depth-2 chain with only two formula patterns. The column-number headers make the required sums fairly clear, and there are no cross-sheet references or hidden constants. A frontier model should likely solve it.",
+    "fail_reason": "easy",
+    "is_valid_hardness": false
+  },
+  "_prompt_chars": 31564,
+  "_timing_load_workbooks": 0.27,
+  "_timing_context": 0.01,
+  "_timing_api": 54.19,
+  "local_difficulty": {
+    "difficulty_score": 38.6,
+    "difficulty": "medium",
+    "depth": 2,
+    "total_masked": 18,
+    "is_cross_sheet": false,
+    "unique_patterns": 2,
+    "avg_complexity": 11,
+    "cross_refs": 0,
+    "visible_exemplar_ratio": 0.775
+  },
+  "task_id": "single_sheet__dag_ae2fcdc42aae",
+  "elapsed": 54.5,
+  "publish_decision": "YES",
+  "release_tier": "GOLD",
+  "hard_block_reasons": []
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-02297/target_contract.json

@@ -0,0 +1,67 @@
+{
+  "task_id": "single_sheet__dag_ae2fcdc42aae",
+  "category": "single_sheet",
+  "depth": 2,
+  "final_target": {
+    "regions": [
+      {
+        "sheet": "Primary Layout",
+        "column": "J",
+        "column_header": "(11+12+13)",
+        "cell_range": "J20:J23, J26:J27, J32:J34",
+        "cell_count": 9,
+        "rows": [
+          20,
+          21,
+          22,
+          23,
+          26,
+          27,
+          32,
+          33,
+          34
+        ],
+        "first_row_label": "National Retail Properties, Inc. - Commo",
+        "last_row_label": "National Retail Properties, Inc. - Serie"
+      }
+    ],
+    "cell_count": 9,
+    "formula_families": [
+      "arithmetic"
+    ]
+  },
+  "prerequisite_steps": [
+    {
+      "layer": 2,
+      "regions": [
+        {
+          "sheet": "Primary Layout",
+          "column": "M",
+          "column_header": "(14+15+22+26+28)",
+          "cell_range": "M20:M23, M26:M27, M32:M34",
+          "cell_count": 9,
+          "rows": [
+            20,
+            21,
+            22,
+            23,
+            26,
+            27,
+            32,
+            33,
+            34
+          ],
+          "first_row_label": "National Retail Properties, Inc. - Commo",
+          "last_row_label": "National Retail Properties, Inc. - Serie"
+        }
+      ],
+      "cell_count": 9
+    }
+  ],
+  "total_prerequisite_cells": 9,
+  "total_masked_cells": 18,
+  "ratio_total_vs_final": 2.0,
+  "sheets_involved": [
+    "Primary Layout"
+  ]
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-02297/task_meta.json

@@ -0,0 +1,37 @@
+{
+  "fcb_id": "FCB-02297",
+  "task_id": "single_sheet__dag_ae2fcdc42aae",
+  "tier": "T3_MEDIUM",
+  "category": "single_sheet",
+  "depth": 2,
+  "total_masked": 18,
+  "is_cross_sheet": false,
+  "prompt_en": "The Primary Layout sheet is a REIT reporting page for REIT Name: National Retail Properties, Inc., with the ID field 00036280 and a Notes/Supplemental Information area at the top. Most of the page is already populated, but the column labeled “(11+12+13)” has missing entries that need to be filled in on rows J20:J23, J26:J27, and J32:J34. Some related blank fields on the same sheet appear to feed into these entries, so the row details should be in place before the “(11+12+13)” column is finalized. Please save the completed workbook as an .xlsx file.",
+  "prompt_cn": "“Primary Layout”工作表是一页 REIT 报告，顶部能看到 REIT Name: National Retail Properties, Inc.、ID 字段 00036280，以及 Notes/Supplemental Information 区域。页面大部分内容已经填写好了，但标为“(11+12+13)”的这一列还有缺失项，需要补全 J20:J23、J26:J27 和 J32:J34 这些位置。同一工作表中有些相关的空白字段看起来会影响这些条目，因此请先把相应行的信息补齐，再完善“(11+12+13)”列。请将完成后的工作簿保存为 .xlsx 文件。",
+  "qc": {
+    "total": 29,
+    "verdict": "RELEASE",
+    "D1": 5,
+    "D2": 5,
+    "D3": 4,
+    "D4": 5,
+    "D5": 5,
+    "D6": 5,
+    "frontier_hardness": 2,
+    "local_difficulty": 38.6
+  },
+  "source_file_id": "199319d6-85f1-4224-90cc-96d9dd24ef0b",
+  "inferred_domain": "general",
+  "domain_confidence": 0.0,
+  "sheet_profiles": [
+    {
+      "name": "Primary Layout",
+      "used_range": "A1:AG168",
+      "row_count": 168,
+      "col_count": 33,
+      "has_header": false,
+      "title_hint": "Primary Layout",
+      "header_info": null
+    }
+  ]
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03225/audit.json

@@ -0,0 +1,421 @@
+{
+  "gate": {
+    "pre_nl_gate": {
+      "gate_label": "GATE_PASS",
+      "gate_pass": true,
+      "hard_fails": 0,
+      "warns": 0,
+      "checks": [
+        {
+          "check": "final_target_gate",
+          "pass": true,
+          "detail": "final_target has 27 cells"
+        },
+        {
+          "check": "header_grounding",
+          "pass": true,
+          "severity": "pass",
+          "detail": "1/1 final regions have column_header"
+        },
+        {
+          "check": "mask_consistency",
+          "pass": true,
+          "detail": "mask_last=15563B, src=21855B"
+        },
+        {
+          "check": "dirty_family",
+          "pass": true,
+          "detail": "0 dirty cells"
+        },
+        {
+          "check": "ratio_gate",
+          "pass": true,
+          "detail": "ratio=4.0 (total=108, final=27)"
+        },
+        {
+          "check": "dedup_gate",
+          "pass": true,
+          "detail": "0 duplicate cells across layers"
+        },
+        {
+          "check": "gt_uniqueness",
+          "pass": true,
+          "detail": "29 unique values across 108 cells"
+        },
+        {
+          "check": "tail_artifact",
+          "pass": true,
+          "detail": "0 bad values"
+        },
+        {
+          "check": "unrecoverable_leaf",
+          "pass": true,
+          "detail": "clean",
+          "hidden_const_cells": []
+        },
+        {
+          "check": "adjacent_column_leak",
+          "pass": true,
+          "detail": "leaked: Sheet1!AP→AQ(17/27), Sheet1!AD→AE(20/27), Sheet1!AK→AL(21/27), Sheet1!AM→AL(19/27), Sheet1!R→S(20/27)"
+        },
+        {
+          "check": "header_name_accuracy",
+          "pass": true,
+          "detail": "clean"
+        },
+        {
+          "check": "duplicate_lookup_tie_break",
+          "pass": true,
+          "detail": "no lookup formulas"
+        },
+        {
+          "check": "src_chain_integrity",
+          "pass": true,
+          "severity": "ok",
+          "detail": "clean",
+          "sub_checks": {
+            "error_cells": {
+              "pass": true,
+              "count": 0,
+              "cells": []
+            },
+            "external_refs": {
+              "pass": true,
+              "count": 0,
+              "cells": []
+            },
+            "volatile_funcs": {
+              "pass": true,
+              "count": 0,
+              "cells": []
+            },
+            "missing_sheets": {
+              "pass": true,
+              "count": 0,
+              "sheets": []
+            },
+            "circular_refs": {
+              "pass": true,
+              "cycle_cells": []
+            }
+          }
+        },
+        {
+          "check": "uniqueness_deep",
+          "pass": true,
+          "severity": "ok",
+          "detail": "clean"
+        }
+      ]
+    },
+    "post_nl_validate": {
+      "validate_label": "SOFT_WARN",
+      "validate_pass": true,
+      "hard_fails": 0,
+      "soft_warns": 1,
+      "checks": [
+        {
+          "check": "cell_range_match",
+          "pass": false,
+          "detail": "contract=4, prompt=1, missing=3",
+          "missing_ranges": [
+            "AE4:AE30",
+            "AL4:AL30",
+            "S4:S30"
+          ],
+          "severity": "SOFT_WARN"
+        },
+        {
+          "check": "cell_count_match",
+          "pass": true,
+          "detail": "no explicit total found; skipping (natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "step_count_match",
+          "pass": true,
+          "detail": "contract=1, no explicit steps found (v5 natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "sheet_name_match",
+          "pass": true,
+          "detail": "contract=['Sheet1'], missing=[]",
+          "severity": "OK"
+        },
+        {
+          "check": "no_formula_leak",
+          "pass": true,
+          "detail": "0 formula leaks",
+          "severity": "OK"
+        },
+        {
+          "check": "no_value_leak",
+          "pass": true,
+          "detail": "0 value leaks out of 27 GT cells",
+          "severity": "OK"
+        },
+        {
+          "check": "final_target_first",
+          "pass": true,
+          "detail": "no explicit final target marker (natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "output_format",
+          "pass": true,
+          "detail": "output format found",
+          "severity": "OK"
+        },
+        {
+          "check": "header_in_prompt",
+          "pass": true,
+          "detail": "no column headers found in prompt",
+          "severity": "OK"
+        },
+        {
+          "check": "hint_specificity",
+          "pass": true,
+          "detail": "clean",
+          "severity": "OK"
+        },
+        {
+          "check": "evidence_scope",
+          "pass": true,
+          "detail": "no cross-sheet refs in GT",
+          "severity": "OK"
+        },
+        {
+          "check": "exemplar_consistency",
+          "pass": true,
+          "severity": "OK",
+          "detail": "checked 4 col groups"
+        },
+        {
+          "check": "nl_gt_operation_consistency",
+          "pass": true,
+          "detail": "GT funcs: ['SUM']",
+          "severity": "OK"
+        },
+        {
+          "check": "unmatched_default_rule",
+          "pass": true,
+          "detail": "no default-rule phrase found in NL",
+          "severity": "OK"
+        },
+        {
+          "check": "volatile_function_freeze",
+          "pass": true,
+          "detail": "volatile_cells=0",
+          "severity": "OK"
+        },
+        {
+          "check": "direct_answer_leakage",
+          "pass": true,
+          "detail": "0 leaks out of 108 GT cells (0%)",
+          "severity": "OK"
+        }
+      ]
+    },
+    "pre_nl_local": {
+      "local_total": 58,
+      "local_label": "PENDING_NL",
+      "hard_fail_flags": [],
+      "warnings": [
+        "release_verdict_not_keep",
+        "nl_missing"
+      ],
+      "local_subscores": {
+        "family_clean": 25,
+        "target_integrity": 15,
+        "taxonomy": 10,
+        "semantic_signal": 8,
+        "nl_schema": 0,
+        "target_alignment": 0,
+        "business_specificity": 0,
+        "nl_risk": 0
+      }
+    }
+  },
+  "verify": {
+    "uniqueness": {
+      "total_gt_cells": 108,
+      "total_non_none": 108,
+      "block_reasons": [],
+      "warnings": [
+        "mixed_gt_types:{'float': 27, 'int': 81}"
+      ],
+      "checks": {
+        "rank_tie_risk": {
+          "rank_cells": 0,
+          "tie_issues": 0,
+          "details": []
+        },
+        "trivial_gt": {
+          "issues": []
+        },
+        "gt_type_consistency": {
+          "types": {
+            "float": 27,
+            "int": 81
+          },
+          "mixed": true
+        },
+        "empty_gt": {
+          "count": 0,
+          "details": []
+        }
+      }
+    },
+    "src_chain": {
+      "hard_block": false,
+      "block_reasons": [],
+      "checks": {
+        "error_cells": {
+          "pass": true,
+          "count": 0,
+          "cells": []
+        },
+        "external_refs": {
+          "pass": true,
+          "count": 0,
+          "cells": []
+        },
+        "volatile_funcs": {
+          "pass": true,
+          "count": 0,
+          "cells": []
+        },
+        "missing_sheets": {
+          "pass": true,
+          "count": 0,
+          "sheets": []
+        },
+        "circular_refs": {
+          "pass": true,
+          "cycle_cells": []
+        }
+      },
+      "required_chain_scope": {
+        "external_ref_in_required_chain": 0,
+        "external_ref_in_other": 0,
+        "error_cells_in_required_chain": 0,
+        "error_cells_in_other": 0,
+        "required_chain_cells": 108
+      }
+    },
+    "solver_visibility": {
+      "contract_cells": 108,
+      "total_masked": 108,
+      "total_visible": 1009,
+      "depth": 2,
+      "block_reasons": [],
+      "warnings": [],
+      "checks": {
+        "broken_chains": {
+          "count": 0,
+          "checked": 108,
+          "details": []
+        },
+        "orphan_masks": {
+          "count": 0,
+          "details": []
+        },
+        "self_contained": {
+          "missing_sheets": []
+        }
+      }
+    },
+    "exemplar": {
+      "soft_block": false,
+      "block_reasons": [],
+      "checks": {
+        "pattern_coverage": {
+          "pass": true,
+          "total_gt_patterns": 3,
+          "total_src_patterns": 7,
+          "zero_exemplar_count": 0,
+          "low_exemplar_count": 0
+        },
+        "zero_exemplar_patterns": {
+          "pass": true,
+          "patterns": []
+        },
+        "low_exemplar_patterns": {
+          "pass": true,
+          "patterns": []
+        },
+        "func_coverage": {
+          "SUM": {
+            "total_masked": 27,
+            "visible_exemplars": 27
+          },
+          "arithmetic": {
+            "total_masked": 81,
+            "visible_exemplars": 189
+          }
+        }
+      }
+    },
+    "shortcut": {
+      "shortcut_risk": 0.5,
+      "flags": [
+        {
+          "code": "SC4",
+          "description": "All-zero: 80/108 GT cells are 0",
+          "affected_cells": 80,
+          "severity": "medium"
+        }
+      ]
+    },
+    "release_audit": {
+      "surface_single_sheet": true,
+      "surface_sheets": [
+        "Sheet1"
+      ],
+      "cross_sheet_actual": false,
+      "cross_sheet_ref_count": 0,
+      "referenced_sheets": [],
+      "target_shape": "single_column_series",
+      "layer_sizes": [
+        27,
+        81
+      ],
+      "mask_last_total_cells": 108,
+      "layer_growth_ratios": [
+        3.0
+      ],
+      "pattern_dominance_ratio": 0.25,
+      "visible_clone_regions": 5,
+      "nearby_visible_clone_regions": 4,
+      "nearby_visible_clone_rows": 108,
+      "nearby_visible_clone_ratio": 1.3333,
+      "promptability_score": 0.6,
+      "release_reasons": [
+        "parallel_block_leakage"
+      ],
+      "release_verdict": "REBUILD_REQUIRED"
+    }
+  },
+  "difficulty": {
+    "task_id": "single_sheet__dag_62e8c6f94100",
+    "difficulty_score": 50.8,
+    "difficulty": "medium",
+    "depth": 2,
+    "total_masked": 108,
+    "is_cross_sheet": false,
+    "unique_patterns": 4,
+    "avg_complexity": 6.0,
+    "cross_refs": 0,
+    "visible_exemplar_ratio": 0.069,
+    "score_breakdown": {
+      "depth": 7,
+      "cross_sheet": 0,
+      "cell_count": 13.5,
+      "patterns": 12,
+      "complexity": 9.0,
+      "cross_refs": 0,
+      "vis_penalty": 9.3
+    }
+  }
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03225/ground_truth_full.json

@@ -0,0 +1,974 @@
+[
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 4,
+    "formula": "=S4+AE4+AL4",
+    "cached_value": 285235.43,
+    "pattern_id": "pf_0006",
+    "layer": 1
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 5,
+    "formula": "=S5+AE5+AL5",
+    "cached_value": 3322965,
+    "pattern_id": "pf_0006",
+    "layer": 1
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 6,
+    "formula": "=S6+AE6+AL6",
+    "cached_value": 0,
+    "pattern_id": "pf_0006",
+    "layer": 1
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 7,
+    "formula": "=S7+AE7+AL7",
+    "cached_value": 0,
+    "pattern_id": "pf_0006",
+    "layer": 1
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 8,
+    "formula": "=S8+AE8+AL8",
+    "cached_value": 0,
+    "pattern_id": "pf_0006",
+    "layer": 1
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 9,
+    "formula": "=S9+AE9+AL9",
+    "cached_value": 0,
+    "pattern_id": "pf_0006",
+    "layer": 1
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 10,
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+    "row": 19,
+    "formula": "=AC19+AD19",
+    "cached_value": 248575.77,
+    "pattern_id": "pf_0002",
+    "layer": 2
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AE",
+    "row": 20,
+    "formula": "=AC20+AD20",
+    "cached_value": 752053.82,
+    "pattern_id": "pf_0002",
+    "layer": 2
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AE",
+    "row": 21,
+    "formula": "=AC21+AD21",
+    "cached_value": 2545436.3,
+    "pattern_id": "pf_0002",
+    "layer": 2
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AE",
+    "row": 22,
+    "formula": "=AC22+AD22",
+    "cached_value": 66180.08,
+    "pattern_id": "pf_0002",
+    "layer": 2
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AE",
+    "row": 23,
+    "formula": "=AC23+AD23",
+    "cached_value": 0,
+    "pattern_id": "pf_0002",
+    "layer": 2
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AE",
+    "row": 24,
+    "formula": "=AC24+AD24",
+    "cached_value": 0,
+    "pattern_id": "pf_0002",
+    "layer": 2
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AE",
+    "row": 25,
+    "formula": "=AC25+AD25",
+    "cached_value": 67264.98,
+    "pattern_id": "pf_0002",
+    "layer": 2
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AE",
+    "row": 26,
+    "formula": "=AC26+AD26",
+    "cached_value": 0,
+    "pattern_id": "pf_0002",
+    "layer": 2
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AE",
+    "row": 27,
+    "formula": "=AC27+AD27",
+    "cached_value": 0,
+    "pattern_id": "pf_0002",
+    "layer": 2
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AE",
+    "row": 28,
+    "formula": "=AC28+AD28",
+    "cached_value": 0,
+    "pattern_id": "pf_0002",
+    "layer": 2
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AE",
+    "row": 29,
+    "formula": "=AC29+AD29",
+    "cached_value": 0,
+    "pattern_id": "pf_0002",
+    "layer": 2
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AE",
+    "row": 30,
+    "formula": "=AC30+AD30",
+    "cached_value": 0,
+    "pattern_id": "pf_0002",
+    "layer": 2
+  }
+]

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03225/ground_truth_target.json

@@ -0,0 +1,218 @@
+[
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 4,
+    "formula": "=S4+AE4+AL4",
+    "cached_value": 285235.43,
+    "pattern_id": "pf_0006"
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 5,
+    "formula": "=S5+AE5+AL5",
+    "cached_value": 3322965,
+    "pattern_id": "pf_0006"
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 6,
+    "formula": "=S6+AE6+AL6",
+    "cached_value": 0,
+    "pattern_id": "pf_0006"
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 7,
+    "formula": "=S7+AE7+AL7",
+    "cached_value": 0,
+    "pattern_id": "pf_0006"
+  },
+  {
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+    "col": "AQ",
+    "row": 8,
+    "formula": "=S8+AE8+AL8",
+    "cached_value": 0,
+    "pattern_id": "pf_0006"
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 9,
+    "formula": "=S9+AE9+AL9",
+    "cached_value": 0,
+    "pattern_id": "pf_0006"
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 10,
+    "formula": "=S10+AE10+AL10",
+    "cached_value": 0,
+    "pattern_id": "pf_0006"
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 11,
+    "formula": "=S11+AE11+AL11",
+    "cached_value": 0,
+    "pattern_id": "pf_0006"
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 12,
+    "formula": "=S12+AE12+AL12",
+    "cached_value": 0,
+    "pattern_id": "pf_0006"
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 13,
+    "formula": "=S13+AE13+AL13",
+    "cached_value": 0,
+    "pattern_id": "pf_0006"
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
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+    "pattern_id": "pf_0006"
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+  {
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+    "formula": "=S15+AE15+AL15",
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+  {
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+    "col": "AQ",
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+    "formula": "=S16+AE16+AL16",
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+  {
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+    "cached_value": 0,
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+  },
+  {
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+    "row": 18,
+    "formula": "=S18+AE18+AL18",
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+  },
+  {
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+    "row": 19,
+    "formula": "=S19+AE19+AL19",
+    "cached_value": 568112.48,
+    "pattern_id": "pf_0006"
+  },
+  {
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+    "col": "AQ",
+    "row": 20,
+    "formula": "=S20+AE20+AL20",
+    "cached_value": 1601907.28,
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+  {
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+    "col": "AQ",
+    "row": 21,
+    "formula": "=S21+AE21+AL21",
+    "cached_value": 4398503.8,
+    "pattern_id": "pf_0006"
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 22,
+    "formula": "=S22+AE22+AL22",
+    "cached_value": 124017.06999999999,
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+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 23,
+    "formula": "=S23+AE23+AL23",
+    "cached_value": 0,
+    "pattern_id": "pf_0006"
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 24,
+    "formula": "=S24+AE24+AL24",
+    "cached_value": 0,
+    "pattern_id": "pf_0006"
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 25,
+    "formula": "=S25+AE25+AL25",
+    "cached_value": 148896.83000000002,
+    "pattern_id": "pf_0006"
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 26,
+    "formula": "=S26+AE26+AL26",
+    "cached_value": 0,
+    "pattern_id": "pf_0006"
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 27,
+    "formula": "=S27+AE27+AL27",
+    "cached_value": 0,
+    "pattern_id": "pf_0006"
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 28,
+    "formula": "=S28+AE28+AL28",
+    "cached_value": 0,
+    "pattern_id": "pf_0006"
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 29,
+    "formula": "=S29+AE29+AL29",
+    "cached_value": 0,
+    "pattern_id": "pf_0006"
+  },
+  {
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "row": 30,
+    "formula": "=S30+AE30+AL30",
+    "cached_value": 0,
+    "pattern_id": "pf_0006"
+  }
+]

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03225/layers.json

@@ -0,0 +1,201 @@
+{
+  "dag_id": "dag_62e8c6f94100",
+  "file_id": "863343d1710863078-conditionally-format-rows-based-on-values-in-a-column-job-cost-summary-active",
+  "category": "single_sheet",
+  "surface_category": "single_sheet",
+  "effective_category": "single_sheet",
+  "depth": 2,
+  "quality": {
+    "chain_error_cells": 0,
+    "chain_external_cells": 0,
+    "is_clean": true
+  },
+  "layers": [
+    {
+      "layer_index": 1,
+      "new_pattern_groups": [
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+            "rg_00011"
+          ],
+          "sheet": "Sheet1",
+          "col": "AQ",
+          "rows": [
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+          ],
+          "row_ranges": "4-30",
+          "row_count": 27,
+          "pattern_id": "pf_0006",
+          "normalized_pattern": "=[C-24,R]+[C-12,R]+[C-5,R]",
+          "sample_formula": "=S4+AE4+AL4"
+        }
+      ],
+      "new_eval_cells": 27,
+      "total_masked_cells": 27
+    },
+    {
+      "layer_index": 2,
+      "new_pattern_groups": [
+        {
+          "region_ids": [
+            "rg_00006"
+          ],
+          "sheet": "Sheet1",
+          "col": "AE",
+          "rows": [
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+            5,
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+            28,
+            29,
+            30
+          ],
+          "row_ranges": "4-30",
+          "row_count": 27,
+          "pattern_id": "pf_0002",
+          "normalized_pattern": "=[C-2,R]+[C-1,R]",
+          "sample_formula": "=AC4+AD4"
+        },
+        {
+          "region_ids": [
+            "rg_00002"
+          ],
+          "sheet": "Sheet1",
+          "col": "AL",
+          "rows": [
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+          "row_count": 27,
+          "pattern_id": "pf_0000",
+          "normalized_pattern": "=[C-3,R]+[C-2,R]+[C-1,R]",
+          "sample_formula": "=AI4+AJ4+AK4"
+        },
+        {
+          "region_ids": [
+            "rg_00004"
+          ],
+          "sheet": "Sheet1",
+          "col": "S",
+          "rows": [
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+            28,
+            29,
+            30
+          ],
+          "row_ranges": "4-30",
+          "row_count": 27,
+          "pattern_id": "pf_0001",
+          "normalized_pattern": "=SUM([C-5,R]:[C-1,R])",
+          "sample_formula": "=SUM(N4:R4)"
+        }
+      ],
+      "new_eval_cells": 81,
+      "total_masked_cells": 108
+    }
+  ],
+  "sink": {
+    "region_id": "rg_00011",
+    "sheet": "Sheet1",
+    "col": "AQ",
+    "pattern_id": "pf_0006",
+    "row_count": 27,
+    "family_size": 27
+  }
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03225/nl_task.json

@@ -0,0 +1,26 @@
+{
+  "task_id": "single_sheet__dag_62e8c6f94100",
+  "prompt_en": "Sheet1 is a finance budget-hours worksheet organized by DP, with columns such as BUDGET HOURS, OT BUDGET HOURS, JV BUDGET HOURS, LAB HOURS, and OT HOURS for the quarterly budget review / fiscal year close-out. Please complete the blank entries in the TOTAL BUDGET COST column on Sheet1, specifically AQ4:AQ30. Some of the budget-hour and related cost fields in the sheet belong together, so make sure the supporting blank figures are in place as needed before filling the TOTAL BUDGET COST entries. Save the completed workbook as an .xlsx file.",
+  "prompt_cn": "Sheet1 是一张按 DP 整理的财务预算工时表，包含 BUDGET HOURS、OT BUDGET HOURS、JV BUDGET HOURS、LAB HOURS 和 OT HOURS 等列，用于季度预算复核 / 财年收尾。请补全 Sheet1 中 TOTAL BUDGET COST 列的空白项，位置是 AQ4:AQ30。表里的预算工时和相关成本字段是相互配套的，因此在填写 TOTAL BUDGET COST 之前，请根据需要先把相关的空白支持数据补齐。请将完成后的工作簿保存为 .xlsx 文件。",
+  "quality_notes": "The prompt is minimal and business-focused, references only visible sheet/header context, identifies the target column and range, mentions prerequisite blanks naturally without describing operations, and avoids formulas or answer values.",
+  "post_check_issues": [],
+  "prompt_mode": "minimal",
+  "hint_leakage": {
+    "score": 3,
+    "level": "low",
+    "max_possible": 100,
+    "dimensions": {
+      "operation_words": 0,
+      "cell_range_density": 3,
+      "step_by_step": 0,
+      "column_operation_mapping": 0,
+      "formula_pattern_hints": 0
+    },
+    "operation_words_found": [],
+    "cell_ranges_found": 1
+  },
+  "version": "v7",
+  "model": "gpt-5.5",
+  "elapsed": 23.8,
+  "attempt": 1
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03225/release_qc.json

@@ -0,0 +1,57 @@
+{
+  "binary": true,
+  "binary_reason": "CORRECT — clean chain mask over real cells, deterministic formulas, and sufficient visible structural evidence to reconstruct the prerequisite and final totals.",
+  "D1": {
+    "score": 5,
+    "reason": "All 108 contract cells are real within the 30-row sheet and are truly masked; there are no extra masked cells and no unmasked contract cells. Formula-cache loss outside the contract is correctly identified as an openpyxl artifact. Visible neighboring formulas provide structural clues but do not make the AQ target trivially copyable from an unmasked same-pattern exemplar."
+  },
+  "D2": {
+    "score": 5,
+    "reason": "The layer-1 GT formulas AQ=S+AE+AL are consistent with the source worksheet structure and cached values, e.g. AQ4 equals S4 + AE4 + AL4 = 83057.6 + 169663.01 + 32514.82 = 285235.43. Formulas are deterministic and row-consistent."
+  },
+  "D3": {
+    "score": 4,
+    "reason": "The NL clearly identifies the final target range AQ4:AQ30 and the column name TOTAL BUDGET COST. It also signals that supporting budget-hour and cost fields must be completed, but it does not explicitly name the prerequisite columns S, AE, and AL, so some inference is required."
+  },
+  "D4": {
+    "score": 5,
+    "reason": "Using only mask_last.xlsx and the prompt, the task is reconstructible. Headers show S as BUDGET LABOR with components N:R, AE as BUDGET MATERIAL with components AC:AD, and AL as BUDGET EQUIP/SUB/MISC with components AI:AK. The neighboring actual-cost structure also provides a strong clue: AR is visibly Y+AH+AP, where Y, AH, and AP are visible subtotal formulas for actual labor/material/equip-sub-misc. By analogy, AQ should combine the corresponding budget subtotals S, AE, and AL. No hidden constants or external references are needed.",
+    "d4_type": "ok"
+  },
+  "D5": {
+    "score": 5,
+    "reason": "The source spreadsheet appears sound: formulas are coherent, headers are meaningful, subtotal/total columns follow consistent patterns, and no circular, broken, or corrupted references are evident from the provided context."
+  },
+  "D6": {
+    "score": 4,
+    "reason": "The NL sounds like a plausible workplace spreadsheet-completion request and avoids benchmark jargon. It is somewhat generic and slightly verbose, but natural enough for publication."
+  },
+  "total": 28,
+  "verdict": "RELEASE",
+  "verdict_reason": "High-quality task: clean masking, correct GT, adequate natural-language instruction, and sufficient visible evidence for a solver to reconstruct the chain without relying on hidden information.",
+  "frontier_hardness": {
+    "score": 2,
+    "reason": "This is a short single-sheet depth-2 chain with four simple additive patterns and strong column-header/neighboring-formula evidence. A frontier model should likely infer the subtotal formulas and final AQ total successfully.",
+    "fail_reason": "easy",
+    "is_valid_hardness": false
+  },
+  "_prompt_chars": 53973,
+  "local_difficulty": {
+    "difficulty_score": 50.8,
+    "difficulty": "medium",
+    "depth": 2,
+    "total_masked": 108,
+    "is_cross_sheet": false,
+    "unique_patterns": 4,
+    "avg_complexity": 6,
+    "cross_refs": 0,
+    "visible_exemplar_ratio": 0.069
+  },
+  "_timing_context": 109.2,
+  "_timing_api": 34.1,
+  "task_id": "single_sheet__dag_62e8c6f94100",
+  "elapsed": 143.3,
+  "publish_decision": "YES",
+  "release_tier": "GOLD",
+  "hard_block_reasons": []
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03225/target_contract.json

@@ -0,0 +1,179 @@
+{
+  "task_id": "single_sheet__dag_62e8c6f94100",
+  "category": "single_sheet",
+  "depth": 2,
+  "final_target": {
+    "regions": [
+      {
+        "sheet": "Sheet1",
+        "column": "AQ",
+        "column_header": "TOTAL BUDGET COST",
+        "cell_range": "AQ4:AQ30",
+        "cell_count": 27,
+        "rows": [
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+          5,
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+          25,
+          26,
+          27,
+          28,
+          29,
+          30
+        ],
+        "first_row_label": "DP",
+        "last_row_label": "DP"
+      }
+    ],
+    "cell_count": 27,
+    "formula_families": [
+      "arithmetic"
+    ]
+  },
+  "prerequisite_steps": [
+    {
+      "layer": 2,
+      "regions": [
+        {
+          "sheet": "Sheet1",
+          "column": "AE",
+          "column_header": "BUDGET MATERIAL",
+          "cell_range": "AE4:AE30",
+          "cell_count": 27,
+          "rows": [
+            4,
+            5,
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+          ],
+          "first_row_label": "DP",
+          "last_row_label": "DP"
+        },
+        {
+          "sheet": "Sheet1",
+          "column": "AL",
+          "column_header": "BUDGET EQUIP / SUB / MISC",
+          "cell_range": "AL4:AL30",
+          "cell_count": 27,
+          "rows": [
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+          ],
+          "first_row_label": "DP",
+          "last_row_label": "DP"
+        },
+        {
+          "sheet": "Sheet1",
+          "column": "S",
+          "column_header": "BUDGET LABOR",
+          "cell_range": "S4:S30",
+          "cell_count": 27,
+          "rows": [
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+            22,
+            23,
+            24,
+            25,
+            26,
+            27,
+            28,
+            29,
+            30
+          ],
+          "first_row_label": "DP",
+          "last_row_label": "DP"
+        }
+      ],
+      "cell_count": 81
+    }
+  ],
+  "total_prerequisite_cells": 81,
+  "total_masked_cells": 108,
+  "ratio_total_vs_final": 4.0,
+  "sheets_involved": [
+    "Sheet1"
+  ]
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03225/task_meta.json

@@ -0,0 +1,37 @@
+{
+  "fcb_id": "FCB-03225",
+  "task_id": "single_sheet__dag_62e8c6f94100",
+  "tier": "T3_MEDIUM",
+  "category": "single_sheet",
+  "depth": 2,
+  "total_masked": 108,
+  "is_cross_sheet": false,
+  "prompt_en": "Sheet1 is a finance budget-hours worksheet organized by DP, with columns such as BUDGET HOURS, OT BUDGET HOURS, JV BUDGET HOURS, LAB HOURS, and OT HOURS for the quarterly budget review / fiscal year close-out. Please complete the blank entries in the TOTAL BUDGET COST column on Sheet1, specifically AQ4:AQ30. Some of the budget-hour and related cost fields in the sheet belong together, so make sure the supporting blank figures are in place as needed before filling the TOTAL BUDGET COST entries. Save the completed workbook as an .xlsx file.",
+  "prompt_cn": "Sheet1 是一张按 DP 整理的财务预算工时表，包含 BUDGET HOURS、OT BUDGET HOURS、JV BUDGET HOURS、LAB HOURS 和 OT HOURS 等列，用于季度预算复核 / 财年收尾。请补全 Sheet1 中 TOTAL BUDGET COST 列的空白项，位置是 AQ4:AQ30。表里的预算工时和相关成本字段是相互配套的，因此在填写 TOTAL BUDGET COST 之前，请根据需要先把相关的空白支持数据补齐。请将完成后的工作簿保存为 .xlsx 文件。",
+  "qc": {
+    "total": 28,
+    "verdict": "RELEASE",
+    "D1": 5,
+    "D2": 5,
+    "D3": 4,
+    "D4": 5,
+    "D5": 5,
+    "D6": 4,
+    "frontier_hardness": 2,
+    "local_difficulty": 50.8
+  },
+  "source_file_id": "863343d1710863078-conditionally-format-rows-based-on-values-in-a-column-job-cost-summary-active",
+  "inferred_domain": "finance",
+  "domain_confidence": 0.25,
+  "sheet_profiles": [
+    {
+      "name": "Sheet1",
+      "used_range": "A1:AW30",
+      "row_count": 30,
+      "col_count": 49,
+      "has_header": false,
+      "title_hint": "Sheet1",
+      "header_info": null
+    }
+  ]
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03299/audit.json

@@ -0,0 +1,513 @@
+{
+  "gate": {
+    "pre_nl_gate": {
+      "gate_label": "GATE_PASS",
+      "gate_pass": true,
+      "hard_fails": 0,
+      "warns": 0,
+      "checks": [
+        {
+          "check": "final_target_gate",
+          "pass": true,
+          "detail": "final_target has 151 cells"
+        },
+        {
+          "check": "header_grounding",
+          "pass": true,
+          "severity": "pass",
+          "detail": "1/1 final regions have column_header"
+        },
+        {
+          "check": "mask_consistency",
+          "pass": true,
+          "detail": "mask_last=149632B, src=195372B"
+        },
+        {
+          "check": "dirty_family",
+          "pass": true,
+          "detail": "0 dirty cells"
+        },
+        {
+          "check": "ratio_gate",
+          "pass": true,
+          "detail": "ratio=2.0 (total=301, final=151)"
+        },
+        {
+          "check": "dedup_gate",
+          "pass": true,
+          "detail": "0 duplicate cells across layers"
+        },
+        {
+          "check": "gt_uniqueness",
+          "pass": true,
+          "detail": "22 unique values across 301 cells"
+        },
+        {
+          "check": "tail_artifact",
+          "pass": true,
+          "detail": "0 bad values"
+        },
+        {
+          "check": "unrecoverable_leaf",
+          "pass": true,
+          "detail": "clean",
+          "hidden_const_cells": []
+        },
+        {
+          "check": "adjacent_column_leak",
+          "pass": true,
+          "detail": "leaked: Timesheet Dbase!AS→AT(150/151)"
+        },
+        {
+          "check": "header_name_accuracy",
+          "pass": true,
+          "detail": "clean"
+        },
+        {
+          "check": "duplicate_lookup_tie_break",
+          "pass": true,
+          "detail": "no lookup formulas"
+        },
+        {
+          "check": "src_chain_integrity",
+          "pass": true,
+          "severity": "ok",
+          "detail": "clean",
+          "sub_checks": {
+            "error_cells": {
+              "pass": true,
+              "count": 0,
+              "cells": []
+            },
+            "external_refs": {
+              "pass": true,
+              "count": 0,
+              "cells": []
+            },
+            "volatile_funcs": {
+              "pass": true,
+              "count": 0,
+              "cells": []
+            },
+            "missing_sheets": {
+              "pass": true,
+              "count": 0,
+              "sheets": []
+            },
+            "circular_refs": {
+              "pass": true,
+              "cycle_cells": []
+            }
+          }
+        },
+        {
+          "check": "uniqueness_deep",
+          "pass": true,
+          "severity": "ok",
+          "detail": "clean"
+        }
+      ]
+    },
+    "post_nl_validate": {
+      "validate_label": "SOFT_WARN",
+      "validate_pass": true,
+      "hard_fails": 0,
+      "soft_warns": 1,
+      "checks": [
+        {
+          "check": "cell_range_match",
+          "pass": false,
+          "detail": "contract=3, prompt=2, missing=2",
+          "missing_ranges": [
+            "AA2:AA56",
+            "AA58:AA152"
+          ],
+          "severity": "SOFT_WARN"
+        },
+        {
+          "check": "cell_count_match",
+          "pass": true,
+          "detail": "no explicit total found; skipping (natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "step_count_match",
+          "pass": true,
+          "detail": "contract=1, no explicit steps found (v5 natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "sheet_name_match",
+          "pass": true,
+          "detail": "contract=['Timesheet Dbase'], missing=[]",
+          "severity": "OK"
+        },
+        {
+          "check": "no_formula_leak",
+          "pass": true,
+          "detail": "0 formula leaks",
+          "severity": "OK"
+        },
+        {
+          "check": "no_value_leak",
+          "pass": true,
+          "detail": "0 value leaks out of 151 GT cells",
+          "severity": "OK"
+        },
+        {
+          "check": "final_target_first",
+          "pass": true,
+          "detail": "no explicit final target marker (natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "output_format",
+          "pass": true,
+          "detail": "output format found",
+          "severity": "OK"
+        },
+        {
+          "check": "header_in_prompt",
+          "pass": true,
+          "detail": "no column headers found in prompt",
+          "severity": "OK"
+        },
+        {
+          "check": "hint_specificity",
+          "pass": true,
+          "detail": "clean",
+          "severity": "OK"
+        },
+        {
+          "check": "evidence_scope",
+          "pass": true,
+          "detail": "no cross-sheet refs in GT",
+          "severity": "OK"
+        },
+        {
+          "check": "exemplar_consistency",
+          "pass": true,
+          "severity": "OK",
+          "detail": "checked 2 col groups"
+        },
+        {
+          "check": "nl_gt_operation_consistency",
+          "pass": true,
+          "detail": "GT funcs: ['SUM']",
+          "severity": "OK"
+        },
+        {
+          "check": "unmatched_default_rule",
+          "pass": true,
+          "detail": "no default-rule phrase found in NL",
+          "severity": "OK"
+        },
+        {
+          "check": "volatile_function_freeze",
+          "pass": true,
+          "detail": "volatile_cells=0",
+          "severity": "OK"
+        },
+        {
+          "check": "direct_answer_leakage",
+          "pass": true,
+          "detail": "0 leaks out of 301 GT cells (0%)",
+          "severity": "OK"
+        }
+      ]
+    },
+    "pre_nl_local": {
+      "local_total": 58,
+      "local_label": "PENDING_NL",
+      "hard_fail_flags": [],
+      "warnings": [
+        "nl_missing"
+      ],
+      "local_subscores": {
+        "family_clean": 25,
+        "target_integrity": 15,
+        "taxonomy": 10,
+        "semantic_signal": 8,
+        "nl_schema": 0,
+        "target_alignment": 0,
+        "business_specificity": 0,
+        "nl_risk": 0
+      }
+    }
+  },
+  "verify": {
+    "uniqueness": {
+      "total_gt_cells": 301,
+      "total_non_none": 301,
+      "block_reasons": [],
+      "warnings": [
+        "mixed_gt_types:{'int': 231, 'float': 70}"
+      ],
+      "checks": {
+        "rank_tie_risk": {
+          "rank_cells": 0,
+          "tie_issues": 0,
+          "details": []
+        },
+        "trivial_gt": {
+          "issues": []
+        },
+        "gt_type_consistency": {
+          "types": {
+            "int": 231,
+            "float": 70
+          },
+          "mixed": true
+        },
+        "empty_gt": {
+          "count": 0,
+          "details": []
+        }
+      }
+    },
+    "src_chain": {
+      "hard_block": false,
+      "block_reasons": [],
+      "checks": {
+        "error_cells": {
+          "pass": true,
+          "count": 0,
+          "cells": []
+        },
+        "external_refs": {
+          "pass": true,
+          "count": 0,
+          "cells": []
+        },
+        "volatile_funcs": {
+          "pass": true,
+          "count": 0,
+          "cells": []
+        },
+        "missing_sheets": {
+          "pass": true,
+          "count": 0,
+          "sheets": []
+        },
+        "circular_refs": {
+          "pass": true,
+          "cycle_cells": []
+        }
+      },
+      "required_chain_scope": {
+        "external_ref_in_required_chain": 0,
+        "external_ref_in_other": 0,
+        "error_cells_in_required_chain": 0,
+        "error_cells_in_other": 0,
+        "required_chain_cells": 301
+      }
+    },
+    "solver_visibility": {
+      "contract_cells": 301,
+      "total_masked": 301,
+      "total_visible": 4035,
+      "depth": 2,
+      "block_reasons": [
+        "broken_chains:150/301=49.8%"
+      ],
+      "warnings": [],
+      "checks": {
+        "broken_chains": {
+          "count": 150,
+          "checked": 301,
+          "details": [
+            {
+              "cell": "Timesheet Dbase!AA106",
+              "missing_dep": "Timesheet Dbase!S106",
+              "formula": "=SUM(R106:V106)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA63",
+              "missing_dep": "Timesheet Dbase!R63",
+              "formula": "=SUM(R63:V63)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA8",
+              "missing_dep": "Timesheet Dbase!S8",
+              "formula": "=SUM(R8:V8)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA127",
+              "missing_dep": "Timesheet Dbase!R127",
+              "formula": "=SUM(R127:V127)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA72",
+              "missing_dep": "Timesheet Dbase!S72",
+              "formula": "=SUM(R72:V72)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA17",
+              "missing_dep": "Timesheet Dbase!R17",
+              "formula": "=SUM(R17:V17)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA136",
+              "missing_dep": "Timesheet Dbase!R136",
+              "formula": "=SUM(R136:V136)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA26",
+              "missing_dep": "Timesheet Dbase!R26",
+              "formula": "=SUM(R26:V26)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA81",
+              "missing_dep": "Timesheet Dbase!S81",
+              "formula": "=SUM(R81:V81)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA35",
+              "missing_dep": "Timesheet Dbase!S35",
+              "formula": "=SUM(R35:V35)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA90",
+              "missing_dep": "Timesheet Dbase!S90",
+              "formula": "=SUM(R90:V90)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA99",
+              "missing_dep": "Timesheet Dbase!S99",
+              "formula": "=SUM(R99:V99)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA145",
+              "missing_dep": "Timesheet Dbase!S145",
+              "formula": "=SUM(R145:V145)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA133",
+              "missing_dep": "Timesheet Dbase!S133",
+              "formula": "=SUM(R133:V133)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA65",
+              "missing_dep": "Timesheet Dbase!R65",
+              "formula": "=SUM(R65:V65)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA10",
+              "missing_dep": "Timesheet Dbase!S10",
+              "formula": "=SUM(R10:V10)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA129",
+              "missing_dep": "Timesheet Dbase!S129",
+              "formula": "=SUM(R129:V129)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA19",
+              "missing_dep": "Timesheet Dbase!S19",
+              "formula": "=SUM(R19:V19)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA74",
+              "missing_dep": "Timesheet Dbase!S74",
+              "formula": "=SUM(R74:V74)"
+            },
+            {
+              "cell": "Timesheet Dbase!AA28",
+              "missing_dep": "Timesheet Dbase!S28",
+              "formula": "=SUM(R28:V28)"
+            }
+          ]
+        },
+        "orphan_masks": {
+          "count": 0,
+          "details": []
+        },
+        "self_contained": {
+          "missing_sheets": []
+        }
+      }
+    },
+    "exemplar": {
+      "soft_block": false,
+      "block_reasons": [],
+      "checks": {
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+          "pass": true,
+          "total_gt_patterns": 2,
+          "total_src_patterns": 25,
+          "zero_exemplar_count": 0,
+          "low_exemplar_count": 0
+        },
+        "zero_exemplar_patterns": {
+          "pass": true,
+          "patterns": []
+        },
+        "low_exemplar_patterns": {
+          "pass": true,
+          "patterns": []
+        },
+        "func_coverage": {
+          "SUM": {
+            "total_masked": 150,
+            "visible_exemplars": 1294
+          },
+          "reference": {
+            "total_masked": 151,
+            "visible_exemplars": 889
+          }
+        }
+      }
+    },
+    "shortcut": {
+      "shortcut_risk": 0.0,
+      "flags": []
+    },
+    "release_audit": {
+      "surface_single_sheet": true,
+      "surface_sheets": [
+        "Timesheet Dbase"
+      ],
+      "cross_sheet_actual": false,
+      "cross_sheet_ref_count": 0,
+      "referenced_sheets": [],
+      "target_shape": "single_column_series",
+      "layer_sizes": [
+        151,
+        150
+      ],
+      "mask_last_total_cells": 301,
+      "layer_growth_ratios": [
+        0.9934
+      ],
+      "pattern_dominance_ratio": 0.5017,
+      "visible_clone_regions": 0,
+      "nearby_visible_clone_regions": 0,
+      "nearby_visible_clone_rows": 0,
+      "nearby_visible_clone_ratio": 0.0,
+      "promptability_score": 1.0,
+      "release_reasons": [],
+      "release_verdict": "KEEP"
+    }
+  },
+  "difficulty": {
+    "task_id": "single_sheet__dag_6e7bdcf3c14e",
+    "difficulty_score": 43.4,
+    "difficulty": "medium",
+    "depth": 2,
+    "total_masked": 301,
+    "is_cross_sheet": false,
+    "unique_patterns": 2,
+    "avg_complexity": 4.0,
+    "cross_refs": 0,
+    "visible_exemplar_ratio": 0.056,
+    "score_breakdown": {
+      "depth": 7,
+      "cross_sheet": 0,
+      "cell_count": 15,
+      "patterns": 6,
+      "complexity": 6.0,
+      "cross_refs": 0,
+      "vis_penalty": 9.4
+    }
+  }
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03299/ground_truth_full.json

@@ -0,0 +1,2711 @@
+[
+  {
+    "sheet": "Timesheet Dbase",
+    "col": "AT",
+    "row": 2,
+    "formula": "=$AA2",
+    "cached_value": 8,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "Timesheet Dbase",
+    "col": "AT",
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+    "formula": "=$AA3",
+    "cached_value": 6,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "Timesheet Dbase",
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+    "formula": "=$AA4",
+    "cached_value": 2,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "Timesheet Dbase",
+    "col": "AT",
+    "row": 5,
+    "formula": "=$AA5",
+    "cached_value": 21,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "Timesheet Dbase",
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+    "formula": "=$AA6",
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+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "Timesheet Dbase",
+    "col": "AT",
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+    "formula": "=$AA7",
+    "cached_value": 9,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "Timesheet Dbase",
+    "col": "AT",
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+    "formula": "=$AA8",
+    "cached_value": 5,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "Timesheet Dbase",
+    "col": "AT",
+    "row": 9,
+    "formula": "=$AA9",
+    "cached_value": 10,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "Timesheet Dbase",
+    "col": "AT",
+    "row": 10,
+    "formula": "=$AA10",
+    "cached_value": 1,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "Timesheet Dbase",
+    "col": "AT",
+    "row": 11,
+    "formula": "=$AA11",
+    "cached_value": 9,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "Timesheet Dbase",
+    "col": "AT",
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+    "formula": "=$AA12",
+    "cached_value": 1,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "Timesheet Dbase",
+    "col": "AT",
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+    "formula": "=$AA13",
+    "cached_value": 9,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "Timesheet Dbase",
+    "col": "AT",
+    "row": 14,
+    "formula": "=$AA14",
+    "cached_value": 1.5,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
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+    "formula": "=$AA15",
+    "cached_value": 1.5,
+    "pattern_id": "pf_0000",
+    "layer": 1
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+  {
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+    "pattern_id": "pf_0000",
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+  {
+    "sheet": "Timesheet Dbase",
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+    "cached_value": 9,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
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+    "formula": "=$AA18",
+    "cached_value": 9,
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+    "layer": 1
+  },
+  {
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+    "col": "AT",
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+    "formula": "=$AA19",
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+    "layer": 1
+  },
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+    "row": 20,
+    "formula": "=$AA20",
+    "cached_value": 10,
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+  },
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+    "pattern_id": "pf_0000",
+    "layer": 1
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+    "col": "AT",
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+    "formula": "=$AA22",
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FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03299/nl_task.json

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FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03299/release_qc.json

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+  "D1": {
+    "score": 5,
+    "reason": "All masked cells are within the real sheet range, the mask boundary is clean, contract cells are all truly masked, and there are no extra masked cells. The visible rows after the target range provide contextual clues but do not make the task trivially copyable by simple formula copy-down."
+  },
+  "D2": {
+    "score": 5,
+    "reason": "The ground-truth layer-1 formulas consistently reference the corresponding AA cells, e.g. ATn=$AAn, and cached values align with the visible source context. The prerequisite AA formulas are deterministic SUM(R:V) totals and appear consistent with the cached totals."
+  },
+  "D3": {
+    "score": 4,
+    "reason": "The NL clearly identifies the target sheet, column, and range AT2:AT152. It also hints that other blank timesheet fields support the target, but it does not explicitly name AA/GRAND TOTAL HOURS, so the dependency is somewhat implicit."
+  },
+  "D4": {
+    "score": 4,
+    "reason": "From mask_last.xlsx and the prompt, the solver can see the relevant headers: AA is GRAND TOTAL HOURS among hour-entry columns, and AT is TOTAL HRS-X-REF. The visible neighboring formulas AU=$AC and AV=$AD establish a pattern of x-reference columns pulling from earlier fields, while visible rows 153:160 show AT values matching total-hours values. AA can be reasonably inferred as summing the visible hour columns R:V from the column layout and header. There is a minor ambiguity because AT could superficially be confused with AS/TOTAL HRS, but the X-REF naming and blank AA support column make the intended chain reconstructible.",
+    "d4_type": "ok"
+  },
+  "D5": {
+    "score": 5,
+    "reason": "The source workbook appears structurally sound: headers are meaningful for a timesheet/payroll table, formulas are consistent row-wise, no broken references or circularity are evident, and cached values are coherent."
+  },
+  "D6": {
+    "score": 5,
+    "reason": "The NL reads like a plausible workplace spreadsheet completion request, with natural payroll/timesheet context and no benchmark-specific jargon."
+  },
+  "total": 28,
+  "verdict": "RELEASE",
+  "verdict_reason": "High-quality task with clean masking and valid ground truth. The only weakness is that the NL does not explicitly identify AA as the supporting field, but the workbook structure provides enough evidence.",
+  "frontier_hardness": {
+    "score": 2,
+    "reason": "The task has only two simple formula patterns and no cross-sheet dependencies or hidden constants. It requires noticing the AA-to-AT dependency and reconstructing AA as a grand-total-hours sum, but a frontier model should likely solve it.",
+    "fail_reason": "easy",
+    "is_valid_hardness": false
+  },
+  "_prompt_chars": 366343,
+  "_timing_load_workbooks": 0.9,
+  "_timing_context": 0.04,
+  "_timing_api": 101.89,
+  "local_difficulty": {
+    "difficulty_score": 43.4,
+    "difficulty": "medium",
+    "depth": 2,
+    "total_masked": 301,
+    "is_cross_sheet": false,
+    "unique_patterns": 2,
+    "avg_complexity": 4,
+    "cross_refs": 0,
+    "visible_exemplar_ratio": 0.056
+  },
+  "task_id": "single_sheet__dag_6e7bdcf3c14e",
+  "elapsed": 102.8,
+  "publish_decision": "YES",
+  "release_tier": "GOLD",
+  "hard_block_reasons": []
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03299/target_contract.json

@@ -0,0 +1,348 @@
+{
+  "task_id": "single_sheet__dag_6e7bdcf3c14e",
+  "category": "single_sheet",
+  "depth": 2,
+  "final_target": {
+    "regions": [
+      {
+        "sheet": "Timesheet Dbase",
+        "column": "AT",
+        "column_header": "TOTAL HRS-X-REF",
+        "cell_range": "AT2:AT152",
+        "cell_count": 151,
+        "rows": [
+          2,
+          3,
+          4,
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+        ],
+        "first_row_label": "PR_3 WK_1",
+        "last_row_label": "PR_3 [Person_4]"
+      }
+    ],
+    "cell_count": 151,
+    "formula_families": []
+  },
+  "prerequisite_steps": [
+    {
+      "layer": 2,
+      "regions": [
+        {
+          "sheet": "Timesheet Dbase",
+          "column": "AA",
+          "column_header": "GRAND TOTAL HOURS",
+          "cell_range": "AA2:AA56, AA58:AA152",
+          "cell_count": 150,
+          "rows": [
+            2,
+            3,
+            4,
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+          ],
+          "first_row_label": "PR_3 WK_1",
+          "last_row_label": "PR_3 [Person_4]"
+        }
+      ],
+      "cell_count": 150
+    }
+  ],
+  "total_prerequisite_cells": 150,
+  "total_masked_cells": 301,
+  "ratio_total_vs_final": 2.0,
+  "sheets_involved": [
+    "Timesheet Dbase"
+  ]
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03299/task_meta.json

@@ -0,0 +1,101 @@
+{
+  "fcb_id": "FCB-03299",
+  "task_id": "single_sheet__dag_6e7bdcf3c14e",
+  "tier": "T3_MEDIUM",
+  "category": "single_sheet",
+  "depth": 2,
+  "total_masked": 301,
+  "is_cross_sheet": false,
+  "prompt_en": "The Timesheet Dbase sheet is an HR timesheet table used for payroll processing and headcount reconciliation, with fields like WORK Date ACTUAL, JOB CODE, FSA, SUB CODE, PR_3 TOTAL, TOTAL EMPLOYEES, PayPeriod Start Date, *NEW* WORK TYPE, and WORKER First Name. The column that still needs attention is TOTAL HRS-X-REF in column AT; please fill in the blank entries from AT2 through AT152. Some of the other blank timesheet fields in the sheet naturally support this column, so make sure the related visible timesheet information is in place before completing TOTAL HRS-X-REF. When finished, save the completed workbook as an .xlsx file.",
+  "prompt_cn": "“Timesheet Dbase”工作表是一张用于薪资处理和人数核对的人力资源工时表，里面包含 WORK Date ACTUAL、JOB CODE、FSA、SUB CODE、PR_3 TOTAL、TOTAL EMPLOYEES、PayPeriod Start Date、*NEW* WORK TYPE 和 WORKER First Name 等字段。现在需要补全的是 AT 列的 TOTAL HRS-X-REF，请填写 AT2 到 AT152 中的空白项。表中其他一些空白的工时相关字段会自然影响这一列，所以在填写 TOTAL HRS-X-REF 之前，请确保相关的可见工时信息已经补齐。完成后，请将补全后的工作簿保存为 .xlsx 文件。",
+  "qc": {
+    "total": 28,
+    "verdict": "RELEASE",
+    "D1": 5,
+    "D2": 5,
+    "D3": 4,
+    "D4": 4,
+    "D5": 5,
+    "D6": 5,
+    "frontier_hardness": 2,
+    "local_difficulty": 43.4
+  },
+  "source_file_id": "852737d1702669565-sumifs-multiple-criteria-sample-pr-lorie-ann-3-version-1-",
+  "inferred_domain": "hr",
+  "domain_confidence": 0.25,
+  "sheet_profiles": [
+    {
+      "name": "Timesheet Dbase",
+      "used_range": "A1:BK161",
+      "row_count": 161,
+      "col_count": 63,
+      "has_header": true,
+      "title_hint": "Timesheet Dbase",
+      "header_info": {
+        "sheet": "Timesheet Dbase",
+        "header_row": 1,
+        "headers": {
+          "A": "PR #          Stat=",
+          "B": "Row #",
+          "C": "WORK Date ACTUAL",
+          "D": "JOB CODE",
+          "E": "FSA",
+          "F": "SUB CODE",
+          "G": "SUB CODE",
+          "H": "SUB CODE",
+          "I": "*NEW* WORK TYPE",
+          "J": "WORKER First Name",
+          "K": "WORKER \nLast Name",
+          "L": "GL CODE",
+          "M": "Unit\n(Oper)",
+          "N": "Unit2",
+          "O": "Unit3",
+          "P": "KM'S \n(MOB, \nA/R Billable)",
+          "Q": "KM's\n(EmpEE Rotation Travel)",
+          "R": "HR1 - JOB 1\n\nField Hours",
+          "S": "MOB-YARD\nHR1\nCC15",
+          "T": "MOB MOVE\nHR1\nCC17",
+          "U": "HR2\nShop Hours\nMisc Travel\nCC2010",
+          "V": "HR3 \nMOB Hours\n Rotation Travel\nCC30",
+          "W": "HR4        DROP BONUS HRS",
+          "X": "DROP    BONUS PIECES",
+          "Y": "UNPAID MOB Hours\n Rotation Travel\nCC31",
+          "Z": "ADJ Hours\nPR Corr",
+          "AA": "GRAND TOTAL HOURS",
+          "AB": "CELL BONUS - Y/N Once per PP",
+          "AC": "SUB",
+          "AD": "Full LOA",
+          "AE": "No LOA",
+          "AF": "Notes",
+          "AG": "HR1\n REG FIELD HRS",
+          "AH": "HR1 \nREG FIELD RATE",
+          "AI": "HR2 \nREG SHOP HRS",
+          "AJ": "HR2\n REG SHOP RATE",
+          "AK": "HR3\n ADJ TIME\nRotation",
+          "AL": "HR3 \nADJ RATE\nRotation",
+          "AM": "OT HR1 \nREG OT HRS",
+          "AN": "OT HR1 \nFIELD RATE",
+          "AO": "[Person_1] OT HRS",
+          "AP": "OT HR2 \nOT SHOP RATE",
+          "AQ": "HR1 + HR 2 \nTOTAL REG HOURS",
+          "AR": "OT HR1 + OT HR2 \nTOTAL OT HOURS",
+          "AS": "TOTAL HRS",
+          "AT": "TOTAL HRS-X-REF",
+          "AU": "SUB",
+          "AV": "LOA\nFULL",
+          "AW": "CELL BONUS",
+          "AX": "# OF TRUCK RENT"
+        }
+      }
+    },
+    {
+      "name": "PP3-Jan 29-Feb 11",
+      "used_range": "A1:BX111",
+      "row_count": 111,
+      "col_count": 76,
+      "has_header": false,
+      "title_hint": "PP3 Jan 29 Feb 11",
+      "header_info": null
+    }
+  ]
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03364/audit.json

@@ -0,0 +1,468 @@
+{
+  "gate": {
+    "pre_nl_gate": {
+      "gate_label": "GATE_PASS",
+      "gate_pass": true,
+      "hard_fails": 0,
+      "warns": 0,
+      "checks": [
+        {
+          "check": "final_target_gate",
+          "pass": true,
+          "detail": "final_target has 11 cells"
+        },
+        {
+          "check": "header_grounding",
+          "pass": true,
+          "severity": "pass",
+          "detail": "1/1 final regions have column_header"
+        },
+        {
+          "check": "mask_consistency",
+          "pass": true,
+          "detail": "mask_last=12892B, src=19947B"
+        },
+        {
+          "check": "dirty_family",
+          "pass": true,
+          "detail": "0 dirty cells"
+        },
+        {
+          "check": "ratio_gate",
+          "pass": true,
+          "detail": "ratio=9.4 (total=103, final=11) [WARN: high mask ratio]"
+        },
+        {
+          "check": "dedup_gate",
+          "pass": true,
+          "detail": "0 duplicate cells across layers"
+        },
+        {
+          "check": "gt_uniqueness",
+          "pass": true,
+          "detail": "103 unique values across 103 cells"
+        },
+        {
+          "check": "tail_artifact",
+          "pass": true,
+          "detail": "0 bad values"
+        },
+        {
+          "check": "unrecoverable_leaf",
+          "pass": true,
+          "detail": "clean",
+          "hidden_const_cells": []
+        },
+        {
+          "check": "adjacent_column_leak",
+          "pass": true,
+          "detail": "clean"
+        },
+        {
+          "check": "header_name_accuracy",
+          "pass": true,
+          "detail": "clean"
+        },
+        {
+          "check": "duplicate_lookup_tie_break",
+          "pass": true,
+          "severity": null,
+          "detail": "11 lookups"
+        },
+        {
+          "check": "src_chain_integrity",
+          "pass": true,
+          "severity": "ok",
+          "detail": "clean",
+          "sub_checks": {
+            "error_cells": {
+              "pass": true,
+              "count": 0,
+              "cells": []
+            },
+            "external_refs": {
+              "pass": true,
+              "count": 0,
+              "cells": []
+            },
+            "volatile_funcs": {
+              "pass": true,
+              "count": 0,
+              "cells": []
+            },
+            "missing_sheets": {
+              "pass": true,
+              "count": 0,
+              "sheets": []
+            },
+            "circular_refs": {
+              "pass": true,
+              "cycle_cells": []
+            }
+          }
+        },
+        {
+          "check": "uniqueness_deep",
+          "pass": true,
+          "severity": "ok",
+          "detail": "clean"
+        }
+      ]
+    },
+    "post_nl_validate": {
+      "validate_label": "SOFT_WARN",
+      "validate_pass": true,
+      "hard_fails": 0,
+      "soft_warns": 1,
+      "checks": [
+        {
+          "check": "cell_range_match",
+          "pass": true,
+          "detail": "contract=3, prompt=1, missing=0",
+          "missing_ranges": [],
+          "severity": "OK"
+        },
+        {
+          "check": "cell_count_match",
+          "pass": true,
+          "detail": "no explicit total found; skipping (natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "step_count_match",
+          "pass": true,
+          "detail": "contract=1, no explicit steps found (v5 natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "sheet_name_match",
+          "pass": true,
+          "detail": "contract=['Sheet1'], missing=[]",
+          "severity": "OK"
+        },
+        {
+          "check": "no_formula_leak",
+          "pass": true,
+          "detail": "0 formula leaks",
+          "severity": "OK"
+        },
+        {
+          "check": "no_value_leak",
+          "pass": true,
+          "detail": "0 value leaks out of 11 GT cells",
+          "severity": "OK"
+        },
+        {
+          "check": "final_target_first",
+          "pass": true,
+          "detail": "no explicit final target marker (natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "output_format",
+          "pass": true,
+          "detail": "output format found",
+          "severity": "OK"
+        },
+        {
+          "check": "header_in_prompt",
+          "pass": true,
+          "detail": "no column headers found in prompt",
+          "severity": "OK"
+        },
+        {
+          "check": "hint_specificity",
+          "pass": true,
+          "detail": "clean",
+          "severity": "OK"
+        },
+        {
+          "check": "evidence_scope",
+          "pass": true,
+          "detail": "no cross-sheet refs in GT",
+          "severity": "OK"
+        },
+        {
+          "check": "exemplar_consistency",
+          "pass": true,
+          "severity": "OK",
+          "detail": "checked 3 col groups"
+        },
+        {
+          "check": "nl_gt_operation_consistency",
+          "pass": false,
+          "detail": "GT funcs: ['COUNTIF', 'INDEX', 'LARGE', 'MATCH', 'ROW']; MISMATCHES: GT uses COUNTIF but NL doesn't mention any of: condition, count, criteria, how many; GT uses MATCH but NL doesn't mention any of: find, match, position",
+          "severity": "SOFT_WARN"
+        },
+        {
+          "check": "unmatched_default_rule",
+          "pass": true,
+          "detail": "no default-rule phrase found in NL",
+          "severity": "OK"
+        },
+        {
+          "check": "volatile_function_freeze",
+          "pass": true,
+          "detail": "volatile_cells=0",
+          "severity": "OK"
+        },
+        {
+          "check": "direct_answer_leakage",
+          "pass": true,
+          "detail": "0 leaks out of 103 GT cells (0%)",
+          "severity": "OK"
+        }
+      ]
+    },
+    "pre_nl_local": {
+      "local_total": 58,
+      "local_label": "PENDING_NL",
+      "hard_fail_flags": [],
+      "warnings": [
+        "release_verdict_not_keep",
+        "nl_missing"
+      ],
+      "local_subscores": {
+        "family_clean": 25,
+        "target_integrity": 15,
+        "taxonomy": 10,
+        "semantic_signal": 8,
+        "nl_schema": 0,
+        "target_alignment": 0,
+        "business_specificity": 0,
+        "nl_risk": 0
+      }
+    }
+  },
+  "verify": {
+    "uniqueness": {
+      "total_gt_cells": 103,
+      "total_non_none": 103,
+      "block_reasons": [],
+      "warnings": [
+        "mixed_gt_types:{'str': 92, 'int': 11}"
+      ],
+      "checks": {
+        "rank_tie_risk": {
+          "rank_cells": 11,
+          "tie_issues": 0,
+          "details": []
+        },
+        "trivial_gt": {
+          "issues": []
+        },
+        "gt_type_consistency": {
+          "types": {
+            "str": 92,
+            "int": 11
+          },
+          "mixed": true
+        },
+        "empty_gt": {
+          "count": 0,
+          "details": []
+        }
+      }
+    },
+    "src_chain": {
+      "hard_block": false,
+      "block_reasons": [],
+      "checks": {
+        "error_cells": {
+          "pass": true,
+          "count": 0,
+          "cells": []
+        },
+        "external_refs": {
+          "pass": true,
+          "count": 0,
+          "cells": []
+        },
+        "volatile_funcs": {
+          "pass": true,
+          "count": 0,
+          "cells": []
+        },
+        "missing_sheets": {
+          "pass": true,
+          "count": 0,
+          "sheets": []
+        },
+        "circular_refs": {
+          "pass": true,
+          "cycle_cells": []
+        }
+      },
+      "required_chain_scope": {
+        "external_ref_in_required_chain": 0,
+        "external_ref_in_other": 0,
+        "error_cells_in_required_chain": 0,
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FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03364/nl_task.json

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+  "task_id": "single_sheet__dag_7a2b9f94a4d9",
+  "prompt_en": "Sheet1 is a sales report organized around Report Name, ATTRIBUTE A, ATTRIBUTE B, ATTRIBUTE C, Unwgtd, Index, and a TOP 10 column for the sales pipeline / revenue forecast view. Please fill in the blank TOP 10 entries in column U, specifically U3:U13. Some supporting blank fields elsewhere in the report may need to be in place before the TOP 10 column is meaningful, so keep the visible report structure in mind as you work through it. Please save the finished workbook as an .xlsx file.",
+  "prompt_cn": "Sheet1 是一张销售报表，围绕 Report Name、ATTRIBUTE A、ATTRIBUTE B、ATTRIBUTE C、Unwgtd、Index 以及用于销售管道 / 收入预测视图的 TOP 10 列来组织。请填写 U 列中空白的 TOP 10 条目，具体是 U3:U13。报表中其他位置的一些空白辅助字段可能需要先补齐，TOP 10 列才会有意义，所以处理时请结合表中可见的报表结构。请将完成后的工作簿保存为 .xlsx 文件。",
+  "quality_notes": "The prompt identifies the visible sheet context, the target TOP 10 range, and the natural prerequisite relationship without giving any operational hints or formulas.",
+  "post_check_issues": [],
+  "prompt_mode": "minimal",
+  "hint_leakage": {
+    "score": 3,
+    "level": "low",
+    "max_possible": 100,
+    "dimensions": {
+      "operation_words": 0,
+      "cell_range_density": 3,
+      "step_by_step": 0,
+      "column_operation_mapping": 0,
+      "formula_pattern_hints": 0
+    },
+    "operation_words_found": [],
+    "cell_ranges_found": 1
+  },
+  "version": "v7",
+  "model": "gpt-5.5",
+  "elapsed": 41.3,
+  "attempt": 2
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03364/release_qc.json

@@ -0,0 +1,58 @@
+{
+  "binary": true,
+  "binary_reason": "Well-designed: clean chain mask, real cells only, correct GT, and the masked C TOP 10 chain is inferable from visible A/B TOP 10 patterns plus visible key-helper columns.",
+  "D1": {
+    "score": 5,
+    "reason": "Masking is consistent with the declared depth-2 chain: U3:U13 final targets plus M3:M83 and T3:T13 prerequisites are truly removed. No phantom cells, no extra masking, and contract cells are all masked. Visible adjacent A/B patterns provide structural clues but do not make U trivially same-column copyable with zero reasoning."
+  },
+  "D2": {
+    "score": 5,
+    "reason": "GT formulas are internally consistent and deterministic. U uses INDEX/MATCH against company names with tie-disambiguating COUNTIF keys in M, driven by sorted C values in T. Cached outputs match the visible source data pattern, e.g. highest J values correspond to the listed COMPANY rows."
+  },
+  "D3": {
+    "score": 4,
+    "reason": "The NL clearly identifies the target range U3:U13 and indicates supporting blanks may need to be reconstructed. It is somewhat high-level and does not explicitly describe the LARGE/INDEX/MATCH/COUNTIF mechanism, but the requested cells and report context are unambiguous."
+  },
+  "D4": {
+    "score": 5,
+    "reason": "From mask_last.xlsx and the NL alone, the needed root evidence is visible. K and L show the helper-key pattern for A and B, so M can be inferred as the analogous C helper using J. P/Q and R/S show the TOP 10 value/name pattern for A and B, so T/U can be inferred as the analogous C pair using J/M. Headers A/B/C and the repeated layout make the dependency chain reconstructible with effort.",
+    "d4_type": "ok"
+  },
+  "D5": {
+    "score": 5,
+    "reason": "The source spreadsheet appears structurally sound: formulas are coherent, references are within range, no circular or broken references are indicated, and the report columns/headers are meaningful despite sparse spacer columns."
+  },
+  "D6": {
+    "score": 4,
+    "reason": "The prompt sounds like a plausible workplace request and avoids benchmark jargon. It is slightly generic and indirect about the supporting fields, but still natural."
+  },
+  "total": 28,
+  "verdict": "RELEASE",
+  "verdict_reason": "High-quality task with clean masking, correct formulas, no source-data defects, and sufficient visible structural evidence for reconstruction. Minor NL vagueness is acceptable and part of the reasoning challenge.",
+  "frontier_hardness": {
+    "score": 3,
+    "reason": "Medium difficulty: the model must reconstruct three interacting formula patterns across helper keys, sorted C values, and final lookup outputs. However, all patterns are strongly suggested by adjacent visible A/B exemplars, so a frontier model should have a reasonable chance of success.",
+    "fail_reason": "pattern_diversity",
+    "is_valid_hardness": true
+  },
+  "_prompt_chars": 62365,
+  "_timing_load_workbooks": 0.05,
+  "_timing_context": 0.02,
+  "_timing_api": 30.92,
+  "local_difficulty": {
+    "difficulty_score": 52.9,
+    "difficulty": "medium",
+    "depth": 2,
+    "total_masked": 103,
+    "is_cross_sheet": false,
+    "unique_patterns": 3,
+    "avg_complexity": 9,
+    "cross_refs": 0,
+    "visible_exemplar_ratio": 0.0
+  },
+  "task_id": "single_sheet__dag_7a2b9f94a4d9",
+  "elapsed": 31.0,
+  "publish_decision": "YES",
+  "release_tier": "GOLD",
+  "hard_block_reasons": []
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03364/target_contract.json

@@ -0,0 +1,163 @@
+{
+  "task_id": "single_sheet__dag_7a2b9f94a4d9",
+  "category": "single_sheet",
+  "depth": 2,
+  "final_target": {
+    "regions": [
+      {
+        "sheet": "Sheet1",
+        "column": "U",
+        "column_header": "TOP 10",
+        "cell_range": "U3:U13",
+        "cell_count": 11,
+        "rows": [
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13
+        ],
+        "first_row_label": "COMPANY 1",
+        "last_row_label": "COMPANY 11"
+      }
+    ],
+    "cell_count": 11,
+    "formula_families": [
+      "lookup"
+    ]
+  },
+  "prerequisite_steps": [
+    {
+      "layer": 2,
+      "regions": [
+        {
+          "sheet": "Sheet1",
+          "column": "M",
+          "column_header": "C",
+          "cell_range": "M3:M83",
+          "cell_count": 81,
+          "rows": [
+            3,
+            4,
+            5,
+            6,
+            7,
+            8,
+            9,
+            10,
+            11,
+            12,
+            13,
+            14,
+            15,
+            16,
+            17,
+            18,
+            19,
+            20,
+            21,
+            22,
+            23,
+            24,
+            25,
+            26,
+            27,
+            28,
+            29,
+            30,
+            31,
+            32,
+            33,
+            34,
+            35,
+            36,
+            37,
+            38,
+            39,
+            40,
+            41,
+            42,
+            43,
+            44,
+            45,
+            46,
+            47,
+            48,
+            49,
+            50,
+            51,
+            52,
+            53,
+            54,
+            55,
+            56,
+            57,
+            58,
+            59,
+            60,
+            61,
+            62,
+            63,
+            64,
+            65,
+            66,
+            67,
+            68,
+            69,
+            70,
+            71,
+            72,
+            73,
+            74,
+            75,
+            76,
+            77,
+            78,
+            79,
+            80,
+            81,
+            82,
+            83
+          ],
+          "first_row_label": "COMPANY 1",
+          "last_row_label": "COMPANY 81"
+        },
+        {
+          "sheet": "Sheet1",
+          "column": "T",
+          "column_header": "C",
+          "cell_range": "T3:T13",
+          "cell_count": 11,
+          "rows": [
+            3,
+            4,
+            5,
+            6,
+            7,
+            8,
+            9,
+            10,
+            11,
+            12,
+            13
+          ],
+          "first_row_label": "COMPANY 1",
+          "last_row_label": "COMPANY 11"
+        }
+      ],
+      "cell_count": 92
+    }
+  ],
+  "total_prerequisite_cells": 92,
+  "total_masked_cells": 103,
+  "ratio_total_vs_final": 9.4,
+  "sheets_involved": [
+    "Sheet1"
+  ]
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03364/task_meta.json

@@ -0,0 +1,37 @@
+{
+  "fcb_id": "FCB-03364",
+  "task_id": "single_sheet__dag_7a2b9f94a4d9",
+  "tier": "T3_MEDIUM",
+  "category": "single_sheet",
+  "depth": 2,
+  "total_masked": 103,
+  "is_cross_sheet": false,
+  "prompt_en": "Sheet1 is a sales report organized around Report Name, ATTRIBUTE A, ATTRIBUTE B, ATTRIBUTE C, Unwgtd, Index, and a TOP 10 column for the sales pipeline / revenue forecast view. Please fill in the blank TOP 10 entries in column U, specifically U3:U13. Some supporting blank fields elsewhere in the report may need to be in place before the TOP 10 column is meaningful, so keep the visible report structure in mind as you work through it. Please save the finished workbook as an .xlsx file.",
+  "prompt_cn": "Sheet1 是一张销售报表，围绕 Report Name、ATTRIBUTE A、ATTRIBUTE B、ATTRIBUTE C、Unwgtd、Index 以及用于销售管道 / 收入预测视图的 TOP 10 列来组织。请填写 U 列中空白的 TOP 10 条目，具体是 U3:U13。报表中其他位置的一些空白辅助字段可能需要先补齐，TOP 10 列才会有意义，所以处理时请结合表中可见的报表结构。请将完成后的工作簿保存为 .xlsx 文件。",
+  "qc": {
+    "total": 28,
+    "verdict": "RELEASE",
+    "D1": 5,
+    "D2": 5,
+    "D3": 4,
+    "D4": 5,
+    "D5": 5,
+    "D6": 4,
+    "frontier_hardness": 3,
+    "local_difficulty": 52.9
+  },
+  "source_file_id": "217458d1362071125-is-it-possible-to-identify-top-10-in-a-list-with-duplicates-dataexample2",
+  "inferred_domain": "sales",
+  "domain_confidence": 0.25,
+  "sheet_profiles": [
+    {
+      "name": "Sheet1",
+      "used_range": "A1:IZ83",
+      "row_count": 83,
+      "col_count": 260,
+      "has_header": false,
+      "title_hint": "Sheet1",
+      "header_info": null
+    }
+  ]
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03647/audit.json

@@ -0,0 +1,400 @@
+{
+  "gate": {
+    "pre_nl_gate": {
+      "gate_label": "GATE_PASS",
+      "gate_pass": true,
+      "hard_fails": 0,
+      "warns": 0,
+      "checks": [
+        {
+          "check": "final_target_gate",
+          "pass": true,
+          "detail": "final_target has 14 cells"
+        },
+        {
+          "check": "header_grounding",
+          "pass": true,
+          "severity": "pass",
+          "detail": "1/1 final regions have column_header"
+        },
+        {
+          "check": "mask_consistency",
+          "pass": true,
+          "detail": "mask_last=105809B, src=121579B"
+        },
+        {
+          "check": "dirty_family",
+          "pass": true,
+          "detail": "0 dirty cells"
+        },
+        {
+          "check": "ratio_gate",
+          "pass": true,
+          "detail": "ratio=1.3 (total=18, final=14)"
+        },
+        {
+          "check": "dedup_gate",
+          "pass": true,
+          "detail": "0 duplicate cells across layers"
+        },
+        {
+          "check": "gt_uniqueness",
+          "pass": true,
+          "detail": "10 unique values across 18 cells"
+        },
+        {
+          "check": "tail_artifact",
+          "pass": true,
+          "detail": "0 bad values"
+        },
+        {
+          "check": "unrecoverable_leaf",
+          "pass": true,
+          "detail": "clean",
+          "hidden_const_cells": []
+        },
+        {
+          "check": "adjacent_column_leak",
+          "pass": true,
+          "detail": "leaked: 4.2(EO) Major Group Enroll-Grad!F→4.2(NU) Major Group Enroll-Grad!F(1/1), 4.2(SS) Major Group Enroll-Grad!F→4.2(NU) Major Group Enroll-Grad!F(1/1)"
+        },
+        {
+          "check": "header_name_accuracy",
+          "pass": true,
+          "detail": "clean"
+        },
+        {
+          "check": "duplicate_lookup_tie_break",
+          "pass": true,
+          "detail": "no lookup formulas"
+        },
+        {
+          "check": "src_chain_integrity",
+          "pass": true,
+          "severity": "ok",
+          "detail": "clean",
+          "sub_checks": {
+            "error_cells": {
+              "pass": true,
+              "count": 0,
+              "cells": []
+            },
+            "external_refs": {
+              "pass": true,
+              "count": 0,
+              "cells": []
+            },
+            "volatile_funcs": {
+              "pass": true,
+              "count": 0,
+              "cells": []
+            },
+            "missing_sheets": {
+              "pass": true,
+              "count": 0,
+              "sheets": []
+            },
+            "circular_refs": {
+              "pass": true,
+              "cycle_cells": []
+            }
+          }
+        },
+        {
+          "check": "uniqueness_deep",
+          "pass": true,
+          "severity": "ok",
+          "detail": "clean"
+        }
+      ]
+    },
+    "post_nl_validate": {
+      "validate_label": "CLEAN",
+      "validate_pass": true,
+      "hard_fails": 0,
+      "soft_warns": 0,
+      "checks": [
+        {
+          "check": "cell_range_match",
+          "pass": true,
+          "detail": "contract=6, prompt=2, missing=0",
+          "missing_ranges": [],
+          "severity": "OK"
+        },
+        {
+          "check": "cell_count_match",
+          "pass": true,
+          "detail": "no explicit total found; skipping (natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "step_count_match",
+          "pass": true,
+          "detail": "contract=1, no explicit steps found (v5 natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "sheet_name_match",
+          "pass": true,
+          "detail": "contract=['4.2(NU) Major Group Enroll-Grad'], missing=[]",
+          "severity": "OK"
+        },
+        {
+          "check": "no_formula_leak",
+          "pass": true,
+          "detail": "0 formula leaks",
+          "severity": "OK"
+        },
+        {
+          "check": "no_value_leak",
+          "pass": true,
+          "detail": "0 value leaks out of 14 GT cells",
+          "severity": "OK"
+        },
+        {
+          "check": "final_target_first",
+          "pass": true,
+          "detail": "no explicit final target marker (natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "output_format",
+          "pass": true,
+          "detail": "output format found",
+          "severity": "OK"
+        },
+        {
+          "check": "header_in_prompt",
+          "pass": true,
+          "detail": "no column headers found in prompt",
+          "severity": "OK"
+        },
+        {
+          "check": "hint_specificity",
+          "pass": true,
+          "detail": "clean",
+          "severity": "OK"
+        },
+        {
+          "check": "evidence_scope",
+          "pass": true,
+          "detail": "no cross-sheet refs in GT",
+          "severity": "OK"
+        },
+        {
+          "check": "exemplar_consistency",
+          "pass": true,
+          "severity": "OK",
+          "detail": "checked 5 col groups; CONFLICTS: 4.2(NU) Major Group Enroll-Grad!D1: visible='='[1]1'!B1' vs GT pattern='=SUM(D#:D#)'"
+        },
+        {
+          "check": "nl_gt_operation_consistency",
+          "pass": true,
+          "detail": "GT funcs: ['SUM']",
+          "severity": "OK"
+        },
+        {
+          "check": "unmatched_default_rule",
+          "pass": true,
+          "detail": "no default-rule phrase found in NL",
+          "severity": "OK"
+        },
+        {
+          "check": "volatile_function_freeze",
+          "pass": true,
+          "detail": "volatile_cells=0",
+          "severity": "OK"
+        },
+        {
+          "check": "direct_answer_leakage",
+          "pass": true,
+          "detail": "0 leaks out of 18 GT cells (0%)",
+          "severity": "OK"
+        }
+      ]
+    },
+    "pre_nl_local": {
+      "local_total": 58,
+      "local_label": "PENDING_NL",
+      "hard_fail_flags": [],
+      "warnings": [
+        "nl_missing"
+      ],
+      "local_subscores": {
+        "family_clean": 25,
+        "target_integrity": 15,
+        "taxonomy": 10,
+        "semantic_signal": 8,
+        "nl_schema": 0,
+        "target_alignment": 0,
+        "business_specificity": 0,
+        "nl_risk": 0
+      }
+    }
+  },
+  "verify": {
+    "uniqueness": {
+      "total_gt_cells": 18,
+      "total_non_none": 18,
+      "block_reasons": [],
+      "warnings": [],
+      "checks": {
+        "rank_tie_risk": {
+          "rank_cells": 0,
+          "tie_issues": 0,
+          "details": []
+        },
+        "trivial_gt": {
+          "issues": []
+        },
+        "gt_type_consistency": {
+          "types": {
+            "int": 18
+          },
+          "mixed": false
+        },
+        "empty_gt": {
+          "count": 0,
+          "details": []
+        }
+      }
+    },
+    "src_chain": {
+      "hard_block": false,
+      "block_reasons": [],
+      "checks": {
+        "error_cells": {
+          "pass": true,
+          "count": 0,
+          "cells": []
+        },
+        "external_refs": {
+          "pass": true,
+          "count": 0,
+          "cells": []
+        },
+        "volatile_funcs": {
+          "pass": true,
+          "count": 0,
+          "cells": []
+        },
+        "missing_sheets": {
+          "pass": true,
+          "count": 0,
+          "sheets": []
+        },
+        "circular_refs": {
+          "pass": true,
+          "cycle_cells": []
+        }
+      },
+      "required_chain_scope": {
+        "external_ref_in_required_chain": 0,
+        "external_ref_in_other": 0,
+        "error_cells_in_required_chain": 0,
+        "error_cells_in_other": 0,
+        "required_chain_cells": 18
+      }
+    },
+    "solver_visibility": {
+      "contract_cells": 18,
+      "total_masked": 18,
+      "total_visible": 2105,
+      "depth": 2,
+      "block_reasons": [],
+      "warnings": [],
+      "checks": {
+        "broken_chains": {
+          "count": 0,
+          "checked": 18,
+          "details": []
+        },
+        "orphan_masks": {
+          "count": 0,
+          "details": []
+        },
+        "self_contained": {
+          "missing_sheets": []
+        }
+      }
+    },
+    "exemplar": {
+      "soft_block": false,
+      "block_reasons": [],
+      "checks": {
+        "pattern_coverage": {
+          "pass": true,
+          "total_gt_patterns": 1,
+          "total_src_patterns": 7,
+          "zero_exemplar_count": 0,
+          "low_exemplar_count": 0
+        },
+        "zero_exemplar_patterns": {
+          "pass": true,
+          "patterns": []
+        },
+        "low_exemplar_patterns": {
+          "pass": true,
+          "patterns": []
+        },
+        "func_coverage": {
+          "SUM": {
+            "total_masked": 18,
+            "visible_exemplars": 288
+          }
+        }
+      }
+    },
+    "shortcut": {
+      "shortcut_risk": 0.0,
+      "flags": []
+    },
+    "release_audit": {
+      "surface_single_sheet": true,
+      "surface_sheets": [
+        "4.2(NU) Major Group Enroll-Grad"
+      ],
+      "cross_sheet_actual": false,
+      "cross_sheet_ref_count": 0,
+      "referenced_sheets": [],
+      "target_shape": "summary_block",
+      "layer_sizes": [
+        14,
+        4
+      ],
+      "mask_last_total_cells": 18,
+      "layer_growth_ratios": [
+        0.2857
+      ],
+      "pattern_dominance_ratio": 0.7778,
+      "visible_clone_regions": 48,
+      "nearby_visible_clone_regions": 0,
+      "nearby_visible_clone_rows": 0,
+      "nearby_visible_clone_ratio": 0.0,
+      "promptability_score": 1.0,
+      "release_reasons": [],
+      "release_verdict": "KEEP"
+    }
+  },
+  "difficulty": {
+    "task_id": "single_sheet__dag_adbe40a06585",
+    "difficulty_score": 45.1,
+    "difficulty": "medium",
+    "depth": 2,
+    "total_masked": 18,
+    "is_cross_sheet": false,
+    "unique_patterns": 5,
+    "avg_complexity": 4.0,
+    "cross_refs": 0,
+    "visible_exemplar_ratio": 0.125,
+    "score_breakdown": {
+      "depth": 7,
+      "cross_sheet": 0,
+      "cell_count": 8.3,
+      "patterns": 15,
+      "complexity": 6.0,
+      "cross_refs": 0,
+      "vis_penalty": 8.8
+    }
+  }
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03647/ground_truth_full.json

@@ -0,0 +1,164 @@
+[
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 9,
+    "formula": "=SUM(D9:G9)",
+    "cached_value": 174,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 10,
+    "formula": "=SUM(D10:G10)",
+    "cached_value": 89,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 11,
+    "formula": "=SUM(D11:G11)",
+    "cached_value": 263,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 16,
+    "formula": "=SUM(D16:G16)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 17,
+    "formula": "=SUM(D17:G17)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 18,
+    "formula": "=SUM(D18:G18)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 19,
+    "formula": "=SUM(D19:G19)",
+    "cached_value": 12,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 20,
+    "formula": "=SUM(D20:G20)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 21,
+    "formula": "=SUM(D21:G21)",
+    "cached_value": 5,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 22,
+    "formula": "=SUM(D22:G22)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 23,
+    "formula": "=SUM(D23:G23)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 24,
+    "formula": "=SUM(D24:G24)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 25,
+    "formula": "=SUM(D25:G25)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 26,
+    "formula": "=SUM(D26:G26)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000",
+    "layer": 1
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "D",
+    "row": 11,
+    "formula": "=SUM(D9:D10)",
+    "cached_value": 17,
+    "pattern_id": "pf_0001",
+    "layer": 2
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "E",
+    "row": 11,
+    "formula": "=SUM(E9:E10)",
+    "cached_value": 228,
+    "pattern_id": "pf_0001",
+    "layer": 2
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "F",
+    "row": 11,
+    "formula": "=SUM(F9:F10)",
+    "cached_value": 2,
+    "pattern_id": "pf_0001",
+    "layer": 2
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "G",
+    "row": 11,
+    "formula": "=SUM(G9:G10)",
+    "cached_value": 16,
+    "pattern_id": "pf_0001",
+    "layer": 2
+  }
+]

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03647/ground_truth_target.json

@@ -0,0 +1,114 @@
+[
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 9,
+    "formula": "=SUM(D9:G9)",
+    "cached_value": 174,
+    "pattern_id": "pf_0000"
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 10,
+    "formula": "=SUM(D10:G10)",
+    "cached_value": 89,
+    "pattern_id": "pf_0000"
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 11,
+    "formula": "=SUM(D11:G11)",
+    "cached_value": 263,
+    "pattern_id": "pf_0000"
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 16,
+    "formula": "=SUM(D16:G16)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000"
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 17,
+    "formula": "=SUM(D17:G17)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000"
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 18,
+    "formula": "=SUM(D18:G18)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000"
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 19,
+    "formula": "=SUM(D19:G19)",
+    "cached_value": 12,
+    "pattern_id": "pf_0000"
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 20,
+    "formula": "=SUM(D20:G20)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000"
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 21,
+    "formula": "=SUM(D21:G21)",
+    "cached_value": 5,
+    "pattern_id": "pf_0000"
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 22,
+    "formula": "=SUM(D22:G22)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000"
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 23,
+    "formula": "=SUM(D23:G23)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000"
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 24,
+    "formula": "=SUM(D24:G24)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000"
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 25,
+    "formula": "=SUM(D25:G25)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000"
+  },
+  {
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "row": 26,
+    "formula": "=SUM(D26:G26)",
+    "cached_value": 0,
+    "pattern_id": "pf_0000"
+  }
+]

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03647/layers.json

@@ -0,0 +1,126 @@
+{
+  "dag_id": "dag_adbe40a06585",
+  "file_id": "093532a8-0569-45ce-b52e-45010cfeeb5c",
+  "category": "single_sheet",
+  "surface_category": "single_sheet",
+  "effective_category": "single_sheet",
+  "depth": 2,
+  "quality": {
+    "chain_error_cells": 0,
+    "chain_external_cells": 0,
+    "is_clean": true
+  },
+  "layers": [
+    {
+      "layer_index": 1,
+      "new_pattern_groups": [
+        {
+          "region_ids": [
+            "rg_00018",
+            "rg_00019"
+          ],
+          "sheet": "4.2(NU) Major Group Enroll-Grad",
+          "col": "H",
+          "rows": [
+            9,
+            10,
+            11,
+            16,
+            17,
+            18,
+            19,
+            20,
+            21,
+            22,
+            23,
+            24,
+            25,
+            26
+          ],
+          "row_ranges": "9-11,16-26",
+          "row_count": 14,
+          "pattern_id": "pf_0000",
+          "normalized_pattern": "=SUM([C-4,R]:[C-1,R])",
+          "sample_formula": "=SUM(D9:G9)"
+        }
+      ],
+      "new_eval_cells": 14,
+      "total_masked_cells": 14
+    },
+    {
+      "layer_index": 2,
+      "new_pattern_groups": [
+        {
+          "region_ids": [
+            "rg_00056"
+          ],
+          "sheet": "4.2(NU) Major Group Enroll-Grad",
+          "col": "D",
+          "rows": [
+            11
+          ],
+          "row_ranges": "11",
+          "row_count": 1,
+          "pattern_id": "pf_0001",
+          "normalized_pattern": "=SUM([C,R-2]:[C,R-1])",
+          "sample_formula": "=SUM(D9:D10)"
+        },
+        {
+          "region_ids": [
+            "rg_00057"
+          ],
+          "sheet": "4.2(NU) Major Group Enroll-Grad",
+          "col": "E",
+          "rows": [
+            11
+          ],
+          "row_ranges": "11",
+          "row_count": 1,
+          "pattern_id": "pf_0001",
+          "normalized_pattern": "=SUM([C,R-2]:[C,R-1])",
+          "sample_formula": "=SUM(E9:E10)"
+        },
+        {
+          "region_ids": [
+            "rg_00058"
+          ],
+          "sheet": "4.2(NU) Major Group Enroll-Grad",
+          "col": "F",
+          "rows": [
+            11
+          ],
+          "row_ranges": "11",
+          "row_count": 1,
+          "pattern_id": "pf_0001",
+          "normalized_pattern": "=SUM([C,R-2]:[C,R-1])",
+          "sample_formula": "=SUM(F9:F10)"
+        },
+        {
+          "region_ids": [
+            "rg_00059"
+          ],
+          "sheet": "4.2(NU) Major Group Enroll-Grad",
+          "col": "G",
+          "rows": [
+            11
+          ],
+          "row_ranges": "11",
+          "row_count": 1,
+          "pattern_id": "pf_0001",
+          "normalized_pattern": "=SUM([C,R-2]:[C,R-1])",
+          "sample_formula": "=SUM(G9:G10)"
+        }
+      ],
+      "new_eval_cells": 4,
+      "total_masked_cells": 18
+    }
+  ],
+  "sink": {
+    "region_id": "rg_00018",
+    "sheet": "4.2(NU) Major Group Enroll-Grad",
+    "col": "H",
+    "pattern_id": "pf_0000",
+    "row_count": 3,
+    "family_size": 14
+  }
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03647/nl_task.json

@@ -0,0 +1,26 @@
+{
+  "task_id": "single_sheet__dag_adbe40a06585",
+  "prompt_en": "The sheet \"4.2(NU) Major Group Enroll-Grad\" is part of an education enrollment report, with major-group enrollment and graduation figures organized across columns, including a \"Total\" column. Please complete the blank entries in the \"Total\" column for the rows shown in H9:H11 and H16:H26. The detailed enrollment figures in the related columns should be in place so those Total-column entries make sense alongside the rest of the table. When you are done, save the completed workbook as an .xlsx file.",
+  "prompt_cn": "工作表“4.2(NU) Major Group Enroll-Grad”是教育入学报告的一部分，按专业大类整理了入学和毕业相关数据，其中包括“Total”列。请补全“Total”列中 H9:H11 和 H16:H26 这些行的空白内容。相关列中的明细入学数据需要先对应完整，这样“Total”列的内容才能与表格其余部分保持一致。完成后，请将补全的工作簿保存为 .xlsx 文件。",
+  "quality_notes": "The prompt identifies the education enrollment-report context, names the relevant sheet and Total column, includes the required ranges, and avoids formulas or operational instructions.",
+  "post_check_issues": [],
+  "prompt_mode": "minimal",
+  "hint_leakage": {
+    "score": 7,
+    "level": "low",
+    "max_possible": 100,
+    "dimensions": {
+      "operation_words": 0,
+      "cell_range_density": 7,
+      "step_by_step": 0,
+      "column_operation_mapping": 0,
+      "formula_pattern_hints": 0
+    },
+    "operation_words_found": [],
+    "cell_ranges_found": 2
+  },
+  "version": "v7",
+  "model": "gpt-5.5",
+  "elapsed": 34.1,
+  "attempt": 1
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03647/release_qc.json

@@ -0,0 +1,58 @@
+{
+  "binary": true,
+  "binary_reason": "Well-designed: all masked cells are real and cleanly bounded, formulas are simple and inferable from visible table structure despite chain masking.",
+  "D1": {
+    "score": 5,
+    "reason": "All 18 contract cells are truly masked, there are no extra masked cells, no phantom references, and the masked cells lie within the actual sheet range. The boundary is clean. Any visible structural clues are normal table-layout clues rather than problematic leakage."
+  },
+  "D2": {
+    "score": 5,
+    "reason": "The ground-truth formulas are consistent and deterministic: each H-cell totals D:G on the same row. Cached values match the formulas, including rows with text such as 'na' or 'm', which Excel SUM treats as zero. H11 correctly depends on D11:G11."
+  },
+  "D3": {
+    "score": 4,
+    "reason": "The NL description clearly identifies the sheet and final Total-column ranges to complete. It also hints that related detailed enrollment figures should be in place, which covers the masked prerequisites, though it could be slightly more explicit about D11:G11."
+  },
+  "D4": {
+    "score": 5,
+    "reason": "Using only mask_last.xlsx and the prompt, the task is reconstructible. The table headers show D:G as gender/race detail columns and H as Total, so H rows are inferable as row sums over D:G. Row 11 is labeled Total beneath Full Time and Part Time rows, so D11:G11 are inferable as column sums of rows 9 and 10. Text values such as 'na' and 'm' appear visibly with a note, making zero totals for those rows reasonable under spreadsheet SUM behavior.",
+    "d4_type": "ok"
+  },
+  "D5": {
+    "score": 4,
+    "reason": "The relevant source sheet is coherent, with meaningful headers, consistent row/column structure, and formulas matching cached values. The workbook overview shows some external/reference-looking header artifacts such as #REF!/external links, but they do not affect this target area or the audited dependency chain."
+  },
+  "D6": {
+    "score": 5,
+    "reason": "The NL request sounds natural and workplace-like, referring to an education enrollment report and asking the user to complete totals without benchmark jargon."
+  },
+  "total": 28,
+  "verdict": "RELEASE",
+  "verdict_reason": "High-quality task: clean mask, correct ground truth, sufficient visible evidence, and clear natural-language instruction. Minor imperfection is only that the prerequisite blanks are hinted rather than explicitly named.",
+  "frontier_hardness": {
+    "score": 2,
+    "reason": "This is a short single-sheet dependency chain with clear table headers and straightforward total formulas. A frontier model should infer both the row totals and the row-11 subtotal dependencies reliably.",
+    "fail_reason": "easy",
+    "is_valid_hardness": false
+  },
+  "_prompt_chars": 38809,
+  "_timing_load_workbooks": 2.63,
+  "_timing_context": 0.05,
+  "_timing_api": 25.76,
+  "local_difficulty": {
+    "difficulty_score": 45.1,
+    "difficulty": "medium",
+    "depth": 2,
+    "total_masked": 18,
+    "is_cross_sheet": false,
+    "unique_patterns": 5,
+    "avg_complexity": 4,
+    "cross_refs": 0,
+    "visible_exemplar_ratio": 0.125
+  },
+  "task_id": "single_sheet__dag_adbe40a06585",
+  "elapsed": 28.4,
+  "publish_decision": "YES",
+  "release_tier": "GOLD",
+  "hard_block_reasons": []
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03647/target_contract.json

@@ -0,0 +1,100 @@
+{
+  "task_id": "single_sheet__dag_adbe40a06585",
+  "category": "single_sheet",
+  "depth": 2,
+  "final_target": {
+    "regions": [
+      {
+        "sheet": "4.2(NU) Major Group Enroll-Grad",
+        "column": "H",
+        "column_header": "Total",
+        "cell_range": "H9:H11, H16:H26",
+        "cell_count": 14,
+        "rows": [
+          9,
+          10,
+          11,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          24,
+          25,
+          26
+        ],
+        "first_row_label": "Full Time",
+        "last_row_label": "Employed after graduation"
+      }
+    ],
+    "cell_count": 14,
+    "formula_families": [
+      "aggregation"
+    ]
+  },
+  "prerequisite_steps": [
+    {
+      "layer": 2,
+      "regions": [
+        {
+          "sheet": "4.2(NU) Major Group Enroll-Grad",
+          "column": "D",
+          "column_header": "M",
+          "cell_range": "D11",
+          "cell_count": 1,
+          "rows": [
+            11
+          ],
+          "first_row_label": "Total",
+          "last_row_label": ""
+        },
+        {
+          "sheet": "4.2(NU) Major Group Enroll-Grad",
+          "column": "E",
+          "column_header": "F",
+          "cell_range": "E11",
+          "cell_count": 1,
+          "rows": [
+            11
+          ],
+          "first_row_label": "Total",
+          "last_row_label": ""
+        },
+        {
+          "sheet": "4.2(NU) Major Group Enroll-Grad",
+          "column": "F",
+          "column_header": "M",
+          "cell_range": "F11",
+          "cell_count": 1,
+          "rows": [
+            11
+          ],
+          "first_row_label": "Total",
+          "last_row_label": ""
+        },
+        {
+          "sheet": "4.2(NU) Major Group Enroll-Grad",
+          "column": "G",
+          "column_header": "F",
+          "cell_range": "G11",
+          "cell_count": 1,
+          "rows": [
+            11
+          ],
+          "first_row_label": "Total",
+          "last_row_label": ""
+        }
+      ],
+      "cell_count": 4
+    }
+  ],
+  "total_prerequisite_cells": 4,
+  "total_masked_cells": 18,
+  "ratio_total_vs_final": 1.3,
+  "sheets_involved": [
+    "4.2(NU) Major Group Enroll-Grad"
+  ]
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03647/task_meta.json

@@ -0,0 +1,235 @@
+{
+  "fcb_id": "FCB-03647",
+  "task_id": "single_sheet__dag_adbe40a06585",
+  "tier": "T3_MEDIUM",
+  "category": "single_sheet",
+  "depth": 2,
+  "total_masked": 18,
+  "is_cross_sheet": false,
+  "prompt_en": "The sheet \"4.2(NU) Major Group Enroll-Grad\" is part of an education enrollment report, with major-group enrollment and graduation figures organized across columns, including a \"Total\" column. Please complete the blank entries in the \"Total\" column for the rows shown in H9:H11 and H16:H26. The detailed enrollment figures in the related columns should be in place so those Total-column entries make sense alongside the rest of the table. When you are done, save the completed workbook as an .xlsx file.",
+  "prompt_cn": "工作表“4.2(NU) Major Group Enroll-Grad”是教育入学报告的一部分，按专业大类整理了入学和毕业相关数据，其中包括“Total”列。请补全“Total”列中 H9:H11 和 H16:H26 这些行的空白内容。相关列中的明细入学数据需要先对应完整，这样“Total”列的内容才能与表格其余部分保持一致。完成后，请将补全的工作簿保存为 .xlsx 文件。",
+  "qc": {
+    "total": 28,
+    "verdict": "RELEASE",
+    "D1": 5,
+    "D2": 5,
+    "D3": 4,
+    "D4": 5,
+    "D5": 4,
+    "D6": 5,
+    "frontier_hardness": 2,
+    "local_difficulty": 45.1
+  },
+  "source_file_id": "093532a8-0569-45ce-b52e-45010cfeeb5c",
+  "inferred_domain": "education",
+  "domain_confidence": 0.5,
+  "sheet_profiles": [
+    {
+      "name": "1.2 Institution Profile",
+      "used_range": "A1:AH287",
+      "row_count": 287,
+      "col_count": 34,
+      "has_header": false,
+      "title_hint": "1.2 Institution Profile",
+      "header_info": null
+    },
+    {
+      "name": "2.1 Student Tuition & Costs",
+      "used_range": "A1:E50",
+      "row_count": 50,
+      "col_count": 5,
+      "has_header": false,
+      "title_hint": "2.1 Student Tuition & Costs",
+      "header_info": null
+    },
+    {
+      "name": "3.2 Library Fac & Res Equipment",
+      "used_range": "A1:Z95",
+      "row_count": 95,
+      "col_count": 26,
+      "has_header": false,
+      "title_hint": "3.2 Library Fac & Res Equipment",
+      "header_info": null
+    },
+    {
+      "name": "3.3 Research Equipment",
+      "used_range": "A1:BZ127",
+      "row_count": 127,
+      "col_count": 78,
+      "has_header": false,
+      "title_hint": "3.3 Research Equipment",
+      "header_info": null
+    },
+    {
+      "name": "4.1 Majors",
+      "used_range": "A1:J37",
+      "row_count": 37,
+      "col_count": 10,
+      "has_header": false,
+      "title_hint": "4.1 Majors",
+      "header_info": null
+    },
+    {
+      "name": "4.2(EO) Major Group Enroll-Grad",
+      "used_range": "A1:AL157",
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+      "title_hint": "4.2(EO) Major Group Enroll Grad",
+      "header_info": null
+    },
+    {
+      "name": "4.2(EN) Major Group Enroll-Grad",
+      "used_range": "A1:AL157",
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+      "has_header": false,
+      "title_hint": "4.2(EN) Major Group Enroll Grad",
+      "header_info": null
+    },
+    {
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+      "has_header": false,
+      "title_hint": "4.2(GE) Major Group Enroll Grad",
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+    },
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+      "has_header": false,
+      "title_hint": "4.2(HC) Major Group Enroll Grad",
+      "header_info": null
+    },
+    {
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+      "used_range": "A1:AL157",
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+      "has_header": false,
+      "title_hint": "4.2(HS) Major Group Enroll Grad",
+      "header_info": null
+    },
+    {
+      "name": "4.2(LA) Major Group Enroll-Grad",
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+      "row_count": 157,
+      "col_count": 38,
+      "has_header": false,
+      "title_hint": "4.2(LA) Major Group Enroll Grad",
+      "header_info": null
+    },
+    {
+      "name": "4.2(NU) Major Group Enroll-Grad",
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+      "has_header": false,
+      "title_hint": "4.2(NU) Major Group Enroll Grad",
+      "header_info": null
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+    {
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+      "has_header": false,
+      "title_hint": "4.2(OA) Major Group Enroll Grad",
+      "header_info": null
+    },
+    {
+      "name": "4.2(PA) Major Group Enroll-Grad",
+      "used_range": "A1:AL157",
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+      "has_header": false,
+      "title_hint": "4.2(PA) Major Group Enroll Grad",
+      "header_info": null
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+    {
+      "name": "4.2(PE) Major Group Enroll-Grad",
+      "used_range": "A1:AL157",
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+      "col_count": 38,
+      "has_header": false,
+      "title_hint": "4.2(PE) Major Group Enroll Grad",
+      "header_info": null
+    },
+    {
+      "name": "4.2(PV) Major Group Enroll-Grad",
+      "used_range": "A1:AL157",
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+      "col_count": 38,
+      "has_header": false,
+      "title_hint": "4.2(PV) Major Group Enroll Grad",
+      "header_info": null
+    },
+    {
+      "name": "4.2(SS) Major Group Enroll-Grad",
+      "used_range": "A1:AL157",
+      "row_count": 157,
+      "col_count": 38,
+      "has_header": false,
+      "title_hint": "4.2(SS) Major Group Enroll Grad",
+      "header_info": null
+    },
+    {
+      "name": "4.2 Major Group Totals",
+      "used_range": "A1:H32",
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+      "col_count": 8,
+      "has_header": false,
+      "title_hint": "4.2 Major Group Totals",
+      "header_info": null
+    },
+    {
+      "name": "5.1 Academic Core Curriculum",
+      "used_range": "A1:AY74",
+      "row_count": 74,
+      "col_count": 51,
+      "has_header": false,
+      "title_hint": "5.1 Academic Core Curriculum",
+      "header_info": null
+    },
+    {
+      "name": "5.5 & 5.6 Remedial-Dev Courses",
+      "used_range": "A1:Y83",
+      "row_count": 83,
+      "col_count": 25,
+      "has_header": false,
+      "title_hint": "5.5 & 5.6 Remedial Dev Courses",
+      "header_info": null
+    },
+    {
+      "name": "5.7 Distance Learning",
+      "used_range": "A1:L37",
+      "row_count": 37,
+      "col_count": 12,
+      "has_header": false,
+      "title_hint": "5.7 Distance Learning",
+      "header_info": null
+    },
+    {
+      "name": "6.1(11) Student Research",
+      "used_range": "A1:G29",
+      "row_count": 29,
+      "col_count": 7,
+      "has_header": false,
+      "title_hint": "6.1(11) Student Research",
+      "header_info": null
+    },
+    {
+      "name": "MENU INFO",
+      "used_range": "A1:AD64",
+      "row_count": 64,
+      "col_count": 30,
+      "has_header": false,
+      "title_hint": "MENU INFO",
+      "header_info": null
+    }
+  ]
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03669/audit.json

@@ -0,0 +1,406 @@
+{
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+    "pre_nl_gate": {
+      "gate_label": "GATE_PASS",
+      "gate_pass": true,
+      "hard_fails": 0,
+      "warns": 0,
+      "checks": [
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+          "check": "final_target_gate",
+          "pass": true,
+          "detail": "final_target has 5 cells"
+        },
+        {
+          "check": "header_grounding",
+          "pass": true,
+          "severity": "pass",
+          "detail": "1/1 final regions have column_header"
+        },
+        {
+          "check": "mask_consistency",
+          "pass": true,
+          "detail": "mask_last=13731B, src=19915B"
+        },
+        {
+          "check": "dirty_family",
+          "pass": true,
+          "detail": "0 dirty cells"
+        },
+        {
+          "check": "ratio_gate",
+          "pass": true,
+          "detail": "ratio=2.0 (total=10, final=5)"
+        },
+        {
+          "check": "dedup_gate",
+          "pass": true,
+          "detail": "0 duplicate cells across layers"
+        },
+        {
+          "check": "gt_uniqueness",
+          "pass": true,
+          "detail": "4 unique values across 10 cells"
+        },
+        {
+          "check": "tail_artifact",
+          "pass": true,
+          "detail": "0 bad values"
+        },
+        {
+          "check": "unrecoverable_leaf",
+          "pass": true,
+          "detail": "clean",
+          "hidden_const_cells": []
+        },
+        {
+          "check": "adjacent_column_leak",
+          "pass": true,
+          "detail": "clean"
+        },
+        {
+          "check": "header_name_accuracy",
+          "pass": true,
+          "detail": "clean"
+        },
+        {
+          "check": "duplicate_lookup_tie_break",
+          "pass": true,
+          "detail": "no lookup formulas"
+        },
+        {
+          "check": "src_chain_integrity",
+          "pass": true,
+          "severity": "ok",
+          "detail": "clean",
+          "sub_checks": {
+            "error_cells": {
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+              "count": 0,
+              "cells": []
+            },
+            "external_refs": {
+              "pass": true,
+              "count": 0,
+              "cells": []
+            },
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+              "count": 0,
+              "cells": []
+            },
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+              "count": 0,
+              "sheets": []
+            },
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+              "pass": true,
+              "cycle_cells": []
+            }
+          }
+        },
+        {
+          "check": "uniqueness_deep",
+          "pass": true,
+          "severity": "ok",
+          "detail": "clean"
+        }
+      ]
+    },
+    "post_nl_validate": {
+      "validate_label": "SOFT_WARN",
+      "validate_pass": true,
+      "hard_fails": 0,
+      "soft_warns": 1,
+      "checks": [
+        {
+          "check": "cell_range_match",
+          "pass": false,
+          "detail": "contract=2, prompt=1, missing=1",
+          "missing_ranges": [
+            "J31:J35"
+          ],
+          "severity": "SOFT_WARN"
+        },
+        {
+          "check": "cell_count_match",
+          "pass": true,
+          "detail": "no explicit total found; skipping (natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "step_count_match",
+          "pass": true,
+          "detail": "contract=1, no explicit steps found (v5 natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "sheet_name_match",
+          "pass": true,
+          "detail": "contract=['Scoresheet Sep-7'], missing=[]",
+          "severity": "OK"
+        },
+        {
+          "check": "no_formula_leak",
+          "pass": true,
+          "detail": "0 formula leaks",
+          "severity": "OK"
+        },
+        {
+          "check": "no_value_leak",
+          "pass": true,
+          "detail": "0 value leaks out of 5 GT cells",
+          "severity": "OK"
+        },
+        {
+          "check": "final_target_first",
+          "pass": true,
+          "detail": "no explicit final target marker (natural format)",
+          "severity": "OK"
+        },
+        {
+          "check": "output_format",
+          "pass": true,
+          "detail": "output format found",
+          "severity": "OK"
+        },
+        {
+          "check": "header_in_prompt",
+          "pass": true,
+          "detail": "no column headers found in prompt",
+          "severity": "OK"
+        },
+        {
+          "check": "hint_specificity",
+          "pass": true,
+          "detail": "clean",
+          "severity": "OK"
+        },
+        {
+          "check": "evidence_scope",
+          "pass": true,
+          "detail": "no cross-sheet refs in GT",
+          "severity": "OK"
+        },
+        {
+          "check": "exemplar_consistency",
+          "pass": true,
+          "severity": "OK",
+          "detail": "checked 2 col groups; CONFLICTS: Scoresheet Sep-7!L12: visible='=FIND(\":\",G12)*1' vs GT pattern='=LEFT(B#,J#-#)*#'; Scoresheet Sep-7!L13: visible='=FIND(\":\",G13)*1' vs GT pattern='=LEFT(B#,J#-#)*#'"
+        },
+        {
+          "check": "nl_gt_operation_consistency",
+          "pass": true,
+          "detail": "GT funcs: ['FIND', 'LEFT']",
+          "severity": "OK"
+        },
+        {
+          "check": "unmatched_default_rule",
+          "pass": true,
+          "detail": "no default-rule phrase found in NL",
+          "severity": "OK"
+        },
+        {
+          "check": "volatile_function_freeze",
+          "pass": true,
+          "detail": "volatile_cells=0",
+          "severity": "OK"
+        },
+        {
+          "check": "direct_answer_leakage",
+          "pass": true,
+          "detail": "0 leaks out of 10 GT cells (0%)",
+          "severity": "OK"
+        }
+      ]
+    },
+    "pre_nl_local": {
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+      "local_label": "PENDING_NL",
+      "hard_fail_flags": [],
+      "warnings": [
+        "nl_missing"
+      ],
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+        "taxonomy": 10,
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+        "target_alignment": 0,
+        "business_specificity": 0,
+        "nl_risk": 0
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+      "total_non_none": 10,
+      "block_reasons": [],
+      "warnings": [],
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+        },
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+        },
+        "gt_type_consistency": {
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+          },
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+        },
+        "empty_gt": {
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+          "details": []
+        }
+      }
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+      "block_reasons": [],
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+          "count": 0,
+          "cells": []
+        },
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+          "pass": true,
+          "count": 0,
+          "cells": []
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+          "pass": true,
+          "count": 0,
+          "cells": []
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+          "count": 0,
+          "sheets": []
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+        "circular_refs": {
+          "pass": true,
+          "cycle_cells": []
+        }
+      },
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+        "external_ref_in_other": 0,
+        "error_cells_in_required_chain": 0,
+        "error_cells_in_other": 0,
+        "required_chain_cells": 10
+      }
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+      "total_masked": 10,
+      "total_visible": 148,
+      "depth": 2,
+      "block_reasons": [],
+      "warnings": [],
+      "checks": {
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+          "checked": 10,
+          "details": []
+        },
+        "orphan_masks": {
+          "count": 0,
+          "details": []
+        },
+        "self_contained": {
+          "missing_sheets": []
+        }
+      }
+    },
+    "exemplar": {
+      "soft_block": false,
+      "block_reasons": [],
+      "checks": {
+        "pattern_coverage": {
+          "pass": true,
+          "total_gt_patterns": 2,
+          "total_src_patterns": 9,
+          "zero_exemplar_count": 0,
+          "low_exemplar_count": 0
+        },
+        "zero_exemplar_patterns": {
+          "pass": true,
+          "patterns": []
+        },
+        "low_exemplar_patterns": {
+          "pass": true,
+          "patterns": []
+        },
+        "func_coverage": {
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+            "total_masked": 5,
+            "visible_exemplars": 16
+          },
+          "LEFT": {
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+            "visible_exemplars": 16
+          }
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+      }
+    },
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+      "flags": []
+    },
+    "release_audit": {
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+      "surface_sheets": [
+        "Scoresheet Sep-7"
+      ],
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+      "cross_sheet_ref_count": 0,
+      "referenced_sheets": [],
+      "target_shape": "summary_block",
+      "layer_sizes": [
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+        5
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+      "layer_growth_ratios": [
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+      "nearby_visible_clone_regions": 0,
+      "nearby_visible_clone_rows": 0,
+      "nearby_visible_clone_ratio": 0.0,
+      "promptability_score": 1.0,
+      "release_reasons": [],
+      "release_verdict": "KEEP"
+    }
+  },
+  "difficulty": {
+    "task_id": "single_sheet__dag_b147e277360a",
+    "difficulty_score": 30.8,
+    "difficulty": "easy",
+    "depth": 2,
+    "total_masked": 10,
+    "is_cross_sheet": false,
+    "unique_patterns": 2,
+    "avg_complexity": 6.0,
+    "cross_refs": 0,
+    "visible_exemplar_ratio": 0.783,
+    "score_breakdown": {
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+      "cross_sheet": 0,
+      "cell_count": 6.6,
+      "patterns": 6,
+      "complexity": 9.0,
+      "cross_refs": 0,
+      "vis_penalty": 2.2
+    }
+  }
+}

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03669/ground_truth_full.json

@@ -0,0 +1,92 @@
+[
+  {
+    "sheet": "Scoresheet Sep-7",
+    "col": "L",
+    "row": 31,
+    "formula": "=LEFT(B31,J31-1)*1",
+    "cached_value": 20,
+    "pattern_id": "pf_0009",
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+    "formula": "=LEFT(B33,J33-1)*1",
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+    "formula": "=LEFT(B35,J35-1)*1",
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+  },
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+    "sheet": "Scoresheet Sep-7",
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+    "layer": 2
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+  {
+    "sheet": "Scoresheet Sep-7",
+    "col": "J",
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+    "formula": "=FIND(\":\",B32)*1",
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+    "pattern_id": "pf_0007",
+    "layer": 2
+  },
+  {
+    "sheet": "Scoresheet Sep-7",
+    "col": "J",
+    "row": 33,
+    "formula": "=FIND(\":\",B33)*1",
+    "cached_value": 3,
+    "pattern_id": "pf_0007",
+    "layer": 2
+  },
+  {
+    "sheet": "Scoresheet Sep-7",
+    "col": "J",
+    "row": 34,
+    "formula": "=FIND(\":\",B34)*1",
+    "cached_value": 2,
+    "pattern_id": "pf_0007",
+    "layer": 2
+  },
+  {
+    "sheet": "Scoresheet Sep-7",
+    "col": "J",
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+    "formula": "=FIND(\":\",B35)*1",
+    "cached_value": 2,
+    "pattern_id": "pf_0007",
+    "layer": 2
+  }
+]

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03669/ground_truth_target.json

@@ -0,0 +1,42 @@
+[
+  {
+    "sheet": "Scoresheet Sep-7",
+    "col": "L",
+    "row": 31,
+    "formula": "=LEFT(B31,J31-1)*1",
+    "cached_value": 20,
+    "pattern_id": "pf_0009"
+  },
+  {
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+    "formula": "=LEFT(B32,J32-1)*1",
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+    "pattern_id": "pf_0009"
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+    "sheet": "Scoresheet Sep-7",
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+    "row": 33,
+    "formula": "=LEFT(B33,J33-1)*1",
+    "cached_value": 20,
+    "pattern_id": "pf_0009"
+  },
+  {
+    "sheet": "Scoresheet Sep-7",
+    "col": "L",
+    "row": 34,
+    "formula": "=LEFT(B34,J34-1)*1",
+    "cached_value": 5,
+    "pattern_id": "pf_0009"
+  },
+  {
+    "sheet": "Scoresheet Sep-7",
+    "col": "L",
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+    "formula": "=LEFT(B35,J35-1)*1",
+    "cached_value": 5,
+    "pattern_id": "pf_0009"
+  }
+]

FormulaCascade_Benchmark_eval_200/T3_MEDIUM/internal/FCB-03669/layers.json

@@ -0,0 +1,75 @@
+{
+  "dag_id": "dag_b147e277360a",
+  "file_id": "150276d1334373246-hockey-stats-tracking-data-entry-add-to-data-on-other-sheets-in-specific-scenarios-scoresheet",
+  "category": "single_sheet",
+  "surface_category": "single_sheet",
+  "effective_category": "single_sheet",
+  "depth": 2,
+  "quality": {
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+    "chain_external_cells": 0,
+    "is_clean": true
+  },
+  "layers": [
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+      "new_pattern_groups": [
+        {
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+            "rg_00009"
+          ],
+          "sheet": "Scoresheet Sep-7",
+          "col": "L",
+          "rows": [
+            31,
+            32,
+            33,
+            34,
+            35
+          ],
+          "row_ranges": "31-35",
+          "row_count": 5,
+          "pattern_id": "pf_0009",
+          "normalized_pattern": "=LEFT([C-10,R],[C-2,R]-1)*1",
+          "sample_formula": "=LEFT(B31,J31-1)*1"
+        }
+      ],
+      "new_eval_cells": 5,
+      "total_masked_cells": 5
+    },
+    {
+      "layer_index": 2,
+      "new_pattern_groups": [
+        {
+          "region_ids": [
+            "rg_00007"
+          ],
+          "sheet": "Scoresheet Sep-7",
+          "col": "J",
+          "rows": [
+            31,
+            32,
+            33,
+            34,
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