{
  "citation": "QRData benchmark/QRData.json at de450af45ff7101b328bb064c6b475f73414a7ed (Xiao Liu, Zirui Wu, Xueqing Wu, Pan Lu, Kai-Wei Chang, Yansong Feng. Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data. Findings of the Association for Computational Linguistics: ACL 2024, pages 9215-9235.)",
  "deviation_evidence": "The question asks the effect of graduating 12th grade (educ >= 12: 4.440); the gold 4.90 matches the textbook coding educ > 12 (4.904). Found by an independent statsmodels fit at the B-join review, after the scripted dry runs; the reference path keeps the textbook coding it was committed with.",
  "doi": null,
  "excerpt": "item 355 answer 4.90",
  "independent": null,
  "item_set": null,
  "kind": "benchmark_gold",
  "known_deviation": "unverified",
  "licence": "CC BY-NC 4.0",
  "locator": "QRData.json item 355 (0-based), field 'answer'",
  "metric": null,
  "n_items": null,
  "page": null,
  "read_copy_sha256": "e076d960f19434adf728aab70480ce34808c06066fcea48eaa38b145d1a111a1",
  "retrieved_at": "2026-10-15",
  "se": null,
  "se_as_published": null,
  "source_id": "qrdata.gold.355",
  "tolerance_reason": null,
  "units": null,
  "url": "https://raw.githubusercontent.com/xxxiaol/QRData/de450af45ff7101b328bb064c6b475f73414a7ed/benchmark/QRData.json",
  "value": 4.9,
  "value_as_published": "4.90",
  "verified_by": "benchmark_file",
  "verified_note": null
}