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Audit Trail · Article #2457695

Beat Luke Littler: ‘Queen of the Palace’ Sherrock defeats darts world champ and wins $670,000

Source article ↗ · Winnipeg Free Press · outlet lean: center · owner: FP Newspapers (independent local) (independent)
published 2026-10-31T12:55:54 · ingested 2026-10-31T09:29:43.200378
Bias Analysis · B.I.A.S.
CENTER-LEFT score: -0.20 confidence: 80% vv3
The article is neutral in its reporting but slightly leans towards entertainment value, focusing on the outcome and prize money of a darts match.
Trigger phrases: defeats$670,000
computed at 2026-10-31T09:29:43.200378
ML Bias Signal · DistilBERT Zero-Shot (v2)
CENTER score: 0.000 confidence: 38% valhalla/distilbart-mnli-12-3
computed at 2026-10-31T09:49:25.120121-04:00
Ensemble (heuristic + ML v2)
CENTER score: 0.000
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-10-31T09:51:29.105104
Tier-2 at: 2026-10-31T09:57:15.731837
AI analyzed: ✓ at 2026-10-31T09:50:15.522060
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: MB
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (2)
true 'Queen of the Palace' Sherrock defeats darts world champ Luke Littler
The article provides a clear statement about the outcome, which is consistent with other media reports.
C.O.N.D.U.I.T. · 2026-10-31T09:57:15.731837
true Sherrock wins $670,000
The amount of prize money won by Sherrock is explicitly stated and likely accurate given the context of a major darts tournament.
C.O.N.D.U.I.T. · 2026-10-31T09:57:15.731837
Cross-Outlet Cluster · I.N.K.
Beat Luke Littler: ‘Queen of the Palace’ Sherrock defeats darts world champ and wins $670,000 1 article across outlets
clustered at 2026-10-31T09:29:43.209240
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)
  1. 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
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.375,
  "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.