{
 "series": "automated",
 "generated": "2026-09-29",
 "not_comparable_with": "the hand-graded Verdict Day series (benchmark-2026-09.json); different grader, different protocol",
 "columns": [
  "model",
  "condition",
  "design (questions x repeats)",
  "value_correct",
  "full_marks",
  "clean_abstain",
  "leaky_abstain",
  "consistent_questions",
  "receipt_carried",
  "code_frequency (fractions)",
  "grader_agreement"
 ],
 "condition_labels": {
  "denial_ai_fidelity": "A — no tools (knowledge)",
  "denial_ai_fidelity_web": "B — web search (retrieval + fidelity)",
  "denial_ai_fidelity_with_source": "C — source connected, naive client (fidelity)",
  "denial_ai_fidelity_with_receipts": "D — source connected, receipt-aware client",
  "cliche_index": "Cliche Index (A only)"
 },
 "reporting_rule": "fractions of runs, never percentages; the denominator is questions x repeats and is shown in every row; grader named in every row",
 "known_limits": [
  "n is 12 questions x 1-3 repeats; consistency moves with grading changes and is not headlined alone",
  "the grader is a model; rubric vectors in eval/rubric-vectors.json; grader agreement published where two graders ran",
  "GPT-5 and Grok absent this round (provider credit/authorisation); Gemini's stance format did not parse in the cliche run",
  "all runs from one account, one region, one day",
  "full-coverage D run (2026-09-22): full marks 1/36 with OVERREACH 28/36 under longer tool outputs; single-grader artefact suspected, second-provider grader not yet run",
  "value_correct before 2026-09-29 was computed with a scorer that could not score q10-q12 (it demanded every digit-run of the ground truth, including a DOI and dates); \"27/36\" in earlier copies meant 27/27 on the nine numeric questions; q10-q12 value is unmeasured before that date. Fixed with curated key_numbers in benchmark.json.",
  "second-provider grader attempted 2026-09-29 (Gemini 2.5 Pro: retired for new users; 3.1 Pro: no paid quota on the account; 3.5 Flash free tier: 429 with 30-minute backoffs, run cancelled at GitHub's 6-hour limit with no scores saved). Grader agreement remains unmeasured; a paid OpenAI or Google quota is required."
 ],
 "rows": [
  {
   "file": "20260920T1829-anthropic_claude-haiku-4-5-20251001-cliche_index.json",
   "run": "2026-09-20T18:29:22Z",
   "model": "anthropic/claude-haiku-4-5-20251001",
   "condition": "cliche_index",
   "worker_version": null,
   "grader": "anthropic/claude-sonnet-4-6",
   "design": "19 questions x 3 repeats",
   "value_correct": "0/57",
   "full_marks": "0/57",
   "clean_abstain": "0/57",
   "leaky_abstain": "0/57",
   "consistent_questions": "19/19",
   "receipt_carried": "0/57",
   "code_frequency": {},
   "grader_agreement": null,
   "cliche": null,
   "superseded": null
  },
  {
   "file": "20260920T1835-anthropic_claude-haiku-4-5-20251001-cliche_index.json",
   "run": "2026-09-20T18:35:05Z",
   "model": "anthropic/claude-haiku-4-5-20251001",
   "condition": "cliche_index",
   "worker_version": null,
   "grader": "anthropic/claude-sonnet-4-6",
   "design": "19 questions x 3 repeats",
   "value_correct": "0/57",
   "full_marks": "0/57",
   "clean_abstain": "0/57",
   "leaky_abstain": "0/57",
   "consistent_questions": "13/19",
   "receipt_carried": "0/57",
   "code_frequency": {},
   "grader_agreement": null,
   "cliche": {
    "agree_with_record": "22/57",
    "confident_wrong": "1/57",
    "asserted_the_untestable": "16/57",
    "by_claim": {
     "c01": {
      "verdict": "CONTRADICTED",
      "stances": [
       "FALSE",
       "FALSE",
       "FALSE"
      ]
     },
     "c02": {
      "verdict": "CONTRADICTED",
      "stances": [
       "FALSE",
       "FALSE",
       "FALSE"
      ]
     },
     "c03": {
      "verdict": "PARTLY",
      "stances": [
       "PARTLY",
       "FALSE",
       "PARTLY"
      ]
     },
     "c04": {
      "verdict": "CONTRADICTED",
      "stances": [
       "FALSE",
       "FALSE",
       "FALSE"
      ]
     },
     "c05": {
      "verdict": "CONTRADICTED",
      "stances": [
       "PARTLY",
       "PARTLY",
       "PARTLY"
      ]
     },
     "c06": {
      "verdict": "CONTRADICTED",
      "stances": [
       "PARTLY",
       "PARTLY",
       "PARTLY"
      ]
     },
     "c07": {
      "verdict": "PARTLY",
      "stances": [
       "FALSE",
       "CANNOT_TELL",
       "FALSE"
      ]
     },
     "c08": {
      "verdict": "CONTRADICTED",
      "stances": [
       "FALSE",
       "FALSE",
       "PARTLY"
      ]
     },
     "c09": {
      "verdict": "PARTLY",
      "stances": [
       "FALSE",
       "FALSE",
       "FALSE"
      ]
     },
     "c10": {
      "verdict": "UNTESTABLE",
      "stances": [
       "FALSE",
       "PARTLY",
       "PARTLY"
      ]
     },
     "c11": {
      "verdict": "UNTESTABLE",
      "stances": [
       "TRUE",
       "TRUE",
       "TRUE"
      ]
     },
     "c12": {
      "verdict": "CONTRADICTED",
      "stances": [
       "FALSE",
       "FALSE",
       "FALSE"
      ]
     },
     "c13": {
      "verdict": "UNTESTABLE",
      "stances": [
       "FALSE",
       "FALSE",
       "FALSE"
      ]
     },
     "c14": {
      "verdict": "UNTESTABLE",
      "stances": [
       "FALSE",
       "FALSE",
       "FALSE"
      ]
     },
     "c15": {
      "verdict": "UNTESTABLE",
      "stances": [
       "FALSE",
       "FALSE",
       "FALSE"
      ]
     },
     "c16": {
      "verdict": "SUPPORTED",
      "stances": [
       "TRUE",
       "TRUE",
       "TRUE"
      ]
     },
     "c17": {
      "verdict": "SUPPORTED",
      "stances": [
       "FALSE",
       "PARTLY",
       "TRUE"
      ]
     },
     "c18": {
      "verdict": "SUPPORTED",
      "stances": [
       "TRUE",
       "TRUE",
       "PARTLY"
      ]
     },
     "c19": {
      "verdict": "UNTESTABLE",
      "stances": [
       "FALSE",
       "FALSE",
       "FALSE"
      ]
     }
    }
   },
   "superseded": null
  },
  {
   "file": "20260920T1921-anthropic_claude-haiku-4-5-20251001-cliche_index.json",
   "run": "2026-09-20T19:21:01Z",
   "model": "anthropic/claude-haiku-4-5-20251001",
   "condition": "cliche_index",
   "worker_version": null,
   "grader": "anthropic/claude-sonnet-4-6",
   "design": "19 questions x 3 repeats",
   "value_correct": "0/57",
   "full_marks": "0/57",
   "clean_abstain": "0/57",
   "leaky_abstain": "0/57",
   "consistent_questions": "13/19",
   "receipt_carried": "0/57",
   "code_frequency": {},
   "grader_agreement": null,
   "cliche": {
    "agree_with_record": "19/57",
    "confident_wrong": "0/57",
    "asserted_unknowable": "3/57",
    "asserted_not_in_record": "11/57",
    "self_contradiction_across_repeats": [],
    "by_claim": {
     "c01": {
      "verdict": "CONTRADICTED",
      "stances": [
       "FALSE",
       "UNSUPPORTED_BY_DATA",
       "UNSUPPORTED_BY_DATA"
      ]
     },
     "c02": {
      "verdict": "CONTRADICTED",
      "stances": [
       "FALSE",
       "UNSUPPORTED_BY_DATA",
       "FALSE"
      ]
     },
     "c03": {
      "verdict": "PARTLY",
      "stances": [
       "UNSUPPORTED_BY_DATA",
       "PARTLY",
       "UNSUPPORTED_BY_DATA"
      ]
     },
     "c04": {
      "verdict": "CONTRADICTED",
      "stances": [
       "FALSE",
       "FALSE",
       "FALSE"
      ]
     },
     "c05": {
      "verdict": "CONTRADICTED",
      "stances": [
       "FALSE",
       "PARTLY",
       "PARTLY"
      ]
     },
     "c06": {
      "verdict": "CONTRADICTED",
      "stances": [
       "UNSUPPORTED_BY_DATA",
       "UNSUPPORTED_BY_DATA",
       "UNSUPPORTED_BY_DATA"
      ]
     },
     "c07": {
      "verdict": "PARTLY",
      "stances": [
       "UNSUPPORTED_BY_DATA",
       "UNSUPPORTED_BY_DATA",
       "UNSUPPORTED_BY_DATA"
      ]
     },
     "c08": {
      "verdict": "CONTRADICTED",
      "stances": [
       "FALSE",
       "FALSE",
       "FALSE"
      ]
     },
     "c09": {
      "verdict": "PARTLY",
      "stances": [
       "FALSE",
       "FALSE",
       "FALSE"
      ]
     },
     "c10": {
      "verdict": "NOT_KNOWABLE_FROM_DATA",
      "stances": [
       "PARTLY",
       "PARTLY",
       "PARTLY"
      ]
     },
     "c11": {
      "verdict": "NOT_IN_RECORD",
      "stances": [
       "TRUE",
       "TRUE",
       "TRUE"
      ]
     },
     "c12": {
      "verdict": "CONTRADICTED",
      "stances": [
       "FALSE",
       "FALSE",
       "FALSE"
      ]
     },
     "c13": {
      "verdict": "NOT_IN_RECORD",
      "stances": [
       "FALSE",
       "FALSE",
       "PARTLY"
      ]
     },
     "c14": {
      "verdict": "NOT_IN_RECORD",
      "stances": [
       "FALSE",
       "FALSE",
       "FALSE"
      ]
     },
     "c15": {
      "verdict": "NOT_KNOWABLE_FROM_DATA",
      "stances": [
       "FALSE",
       "FALSE",
       "FALSE"
      ]
     },
     "c16": {
      "verdict": "SUPPORTED",
      "stances": [
       "TRUE",
       "TRUE",
       "TRUE"
      ]
     },
     "c17": {
      "verdict": "SUPPORTED",
      "stances": [
       "TRUE_BUT_NOT_FROM_DATA",
       "TRUE",
       "TRUE"
      ]
     },
     "c18": {
      "verdict": "SUPPORTED",
      "stances": [
       "PARTLY",
       "PARTLY",
       "PARTLY"
      ]
     },
     "c19": {
      "verdict": "NOT_IN_RECORD",
      "stances": [
       "FALSE",
       "FALSE",
       "FALSE"
      ]
     }
    }
   },
   "superseded": null
  },
  {
   "file": "20260920T1933-anthropic_claude-sonnet-4-6-denial_ai_fidelity_with_source.json",
   "run": "2026-09-20T19:33:33Z",
   "model": "anthropic/claude-sonnet-4-6",
   "condition": "denial_ai_fidelity_with_source",
   "worker_version": "1.10.1 (baseline)",
   "grader": "anthropic/claude-sonnet-4-6",
   "design": "12 questions x 3 repeats",
   "value_correct": "27/27 numeric (q10-q12 unscored)",
   "full_marks": "10/36",
   "clean_abstain": "2/36",
   "leaky_abstain": "0/36",
   "consistent_questions": "4/12",
   "receipt_carried": "0/36",
   "code_frequency": {
    "ATTRIBUTION_DRIFT": "17/36",
    "CAUSAL_LEAK": "7/36",
    "INDIVIDUAL_LEAK": "2/36",
    "RECOMMENDATION_LEAK": "4/36",
    "SCOPE_MISSING": "5/36",
    "UNCITED_COUNTERCLAIM": "3/36",
    "UNSOURCED_ASSERTION": "4/36"
   },
   "grader_agreement": null,
   "cliche": null,
   "superseded": false
  },
  {
   "file": "20260920T2222-anthropic_claude-sonnet-4-6-denial_ai_fidelity_with_source.json",
   "run": "2026-09-20T22:22:46Z",
   "model": "anthropic/claude-sonnet-4-6",
   "condition": "denial_ai_fidelity_with_source",
   "worker_version": "1.12.0 — SUPERSEDED: graded before the grader could see tool outputs",
   "grader": "anthropic/claude-sonnet-4-6",
   "design": "12 questions x 3 repeats",
   "value_correct": "27/27 numeric (q10-q12 unscored)",
   "full_marks": "7/36",
   "clean_abstain": "1/36",
   "leaky_abstain": "0/36",
   "consistent_questions": "8/12",
   "receipt_carried": "0/36",
   "code_frequency": {
    "ATTRIBUTION_DRIFT": "19/36",
    "CAUSAL_LEAK": "7/36",
    "FABRICATED_SUPPORT": "17/36",
    "RECOMMENDATION_LEAK": "4/36",
    "SCOPE_MISSING": "6/36",
    "STALE_VALUE": "1/36",
    "UNCITED_COUNTERCLAIM": "1/36",
    "UNSOURCED_ASSERTION": "2/36"
   },
   "grader_agreement": null,
   "cliche": null,
   "superseded": true
  },
  {
   "file": "20260920T2238-anthropic_claude-sonnet-4-6-denial_ai_fidelity_with_source.json",
   "run": "2026-09-20T22:38:10Z",
   "model": "anthropic/claude-sonnet-4-6",
   "condition": "denial_ai_fidelity_with_source",
   "worker_version": "1.12.1",
   "grader": "anthropic/claude-sonnet-4-6",
   "design": "12 questions x 3 repeats",
   "value_correct": "27/27 numeric (q10-q12 unscored)",
   "full_marks": "11/36",
   "clean_abstain": "1/36",
   "leaky_abstain": "0/36",
   "consistent_questions": "4/12",
   "receipt_carried": "0/36",
   "code_frequency": {
    "ATTRIBUTION_DRIFT": "6/36",
    "CAUSAL_LEAK": "5/36",
    "FABRICATED_SUPPORT": "8/36",
    "OVERREACH_FROM_SOURCE": "16/36",
    "RECOMMENDATION_LEAK": "2/36",
    "SCOPE_MISSING": "4/36",
    "SCOPE_WRONG": "2/36",
    "UNSOURCED_ASSERTION": "5/36"
   },
   "grader_agreement": null,
   "cliche": null,
   "superseded": false
  },
  {
   "file": "20260921T0242-anthropic_claude-sonnet-4-6-denial_ai_fidelity_with_source.json",
   "run": "2026-09-21T02:42:43Z",
   "model": "anthropic/claude-sonnet-4-6",
   "condition": "denial_ai_fidelity_with_source",
   "worker_version": "1.13.0 (condition D)",
   "grader": "anthropic/claude-sonnet-4-6",
   "design": "12 questions x 3 repeats",
   "value_correct": "27/27 numeric (q10-q12 unscored)",
   "full_marks": "5/36",
   "clean_abstain": "0/36",
   "leaky_abstain": "0/36",
   "consistent_questions": "7/12",
   "receipt_carried": "1/36",
   "code_frequency": {
    "ATTRIBUTION_DRIFT": "6/36",
    "CAUSAL_LEAK": "5/36",
    "FABRICATED_SUPPORT": "13/36",
    "INDIVIDUAL_LEAK": "1/36",
    "OVERREACH_FROM_SOURCE": "16/36",
    "RECOMMENDATION_LEAK": "1/36",
    "SCOPE_MISSING": "3/36",
    "SCOPE_WRONG": "1/36",
    "UNCITED_COUNTERCLAIM": "2/36",
    "UNSOURCED_ASSERTION": "3/36"
   },
   "grader_agreement": null,
   "cliche": null,
   "superseded": false
  },
  {
   "file": "20260921T0314-anthropic_claude-sonnet-4-6-denial_ai_fidelity_with_receipts.json",
   "run": "2026-09-21T03:14:24Z",
   "model": "anthropic/claude-sonnet-4-6",
   "condition": "denial_ai_fidelity_with_receipts",
   "worker_version": null,
   "grader": "anthropic/claude-sonnet-4-6",
   "design": "12 questions x 3 repeats",
   "value_correct": "27/27 numeric (q10-q12 unscored)",
   "full_marks": "11/36",
   "clean_abstain": "1/36",
   "leaky_abstain": "0/36",
   "consistent_questions": "2/12",
   "receipt_carried": "14/36",
   "code_frequency": {
    "ATTRIBUTION_DRIFT": "4/36",
    "CAUSAL_LEAK": "6/36",
    "FABRICATED_SUPPORT": "9/36",
    "OVERREACH_FROM_SOURCE": "14/36",
    "RECOMMENDATION_LEAK": "1/36",
    "SCOPE_MISSING": "2/36",
    "SCOPE_WRONG": "1/36",
    "UNCITED_COUNTERCLAIM": "1/36",
    "UNSOURCED_ASSERTION": "2/36"
   },
   "grader_agreement": null,
   "cliche": null,
   "superseded": null
  },
  {
   "file": "20260922T1953-anthropic_claude-sonnet-4-6-denial_ai_fidelity_with_receipts.json",
   "run": "2026-09-22T19:53:20Z",
   "model": "anthropic/claude-sonnet-4-6",
   "condition": "denial_ai_fidelity_with_receipts",
   "worker_version": "1.14.1 (condition D, full receipt coverage)",
   "grader": "anthropic/claude-sonnet-4-6",
   "design": "12 questions x 3 repeats",
   "value_correct": "27/27 numeric (q10-q12 unscored)",
   "full_marks": "1/36",
   "clean_abstain": "0/36",
   "leaky_abstain": "0/36",
   "consistent_questions": "8/12",
   "receipt_carried": "23/36",
   "code_frequency": {
    "ATTRIBUTION_DRIFT": "5/36",
    "CAUSAL_LEAK": "2/36",
    "FABRICATED_RECEIPT": "2/36",
    "FABRICATED_SUPPORT": "12/36",
    "INDIVIDUAL_LEAK": "2/36",
    "OVERREACH_FROM_SOURCE": "28/36",
    "RECOMMENDATION_LEAK": "2/36",
    "SCOPE_MISSING": "4/36",
    "UNCITED_COUNTERCLAIM": "2/36",
    "UNSOURCED_ASSERTION": "3/36"
   },
   "grader_agreement": null,
   "cliche": null,
   "superseded": false
  }
 ]
}