Audit Trail · Article #2488533

Man United fans bid to disrupt Champions League tie by hurling tennis balls

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

published 2026-11-03T20:51:25 · ingested 2026-11-03T16:23:40.055254

Bias Analysis · B.I.A.S.

LEFT score: -0.40 confidence: 80% vv3

The article presents a negative scenario involving fans' inappropriate behavior, which could be seen as critical of the fans.

Trigger phrases: disrupthurling tennis balls

      computed at 2026-11-03T16:23:40.055254
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.307 confidence: 44% valhalla/distilbart-mnli-12-3

      computed at 2026-11-03T17:10:01.827051-05:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.307

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-03T17:22:36.831851

Tier-2 at: 2026-11-03T20:41:29.783758

AI analyzed: ✓ at 2026-11-03T17:19:18.398814

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: MB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

true Man United fans bid to disrupt Champions League tie by hurling tennis balls

The headline directly states the claim, which aligns with details provided in the article.

        V.E.R.I.F.Y. · 2026-11-03T20:41:29.783758
      

Cross-Outlet Cluster · I.N.K.

Man United fans bid to disrupt Champions League tie by hurling tennis balls 1 article across outlets

      clustered at 2026-11-03T16:23:40.064720
    

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)

2026-11-03T16:23:40.055254 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
}

2026-11-03T17:10:01.827051 bias_v2_scored

payload

{
  "confidence": 0.438,
  "ensemble_band": "center-left",
  "ensemble_score": -0.307,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.307
}

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