Audit Trail · Article #2467313

Andreas Almgren wins men’s race in NYC in marathon debut, Sheila Chepkirui wins women’s race

Source article ↗ · Winnipeg Free Press · outlet lean: center · owner: FP Newspapers (independent local) (independent)

published 2026-11-01T16:10:49 · ingested 2026-11-01T11:43:58.916983

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

The article is a straightforward reporting of race results without biased language or opinions.

      computed at 2026-11-01T11:43:58.916983
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 36% valhalla/distilbart-mnli-12-3

      computed at 2026-11-01T11:47:30.726517-05:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-01T11:50:44.726546

Tier-2 at: 2026-11-01T11:58:34.617948

AI analyzed: ✓ at 2026-11-01T11:48:24.414212

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: MB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

true Andreas Almgren wins men’s race in NYC in marathon debut, Sheila Chepkirui wins women’s race

The article directly states the winners and provides context of their first marathon participation.

        P.R.O.O.F. · 2026-11-01T11:58:34.617948
      

Cross-Outlet Cluster · I.N.K.

Andreas Almgren wins men’s race in NYC in marathon debut, Sheila Chepkirui wins women’s race 3 articles across outlets

      clustered at 2026-11-01T11:43:58.925224
    

Governance — C.R.E.E.D.

A+

overall grade

100.0

By Category

Accountability {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Environmental {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Fairness {'events': 3, 'grade': 'A+', 'note': 'below minimum volume (3 events; minimum 100 for a non-provisional score)', 'provisional': True, 'score': 100.0}

Privacy {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Safety {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Transparency {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Ethics audit by C.R.E.E.D. Institute · 3 events tracked

Raw Audit Trail (2 events)

2026-11-01T11:43:58.916983 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 NO SIGNAL DETECTED (not a centrist finding)",
    "score": 0.0,
    "signal_detected": false
  },
  "source_id": 13761
}

2026-11-01T11:47:30.726517 bias_v2_scored

payload

{
  "confidence": 0.36,
  "ensemble_band": "center",
  "ensemble_score": 0.0,
  "label": "center",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.0
}

Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.