Audit Trail · Article #2400452

Kalieb Osborne, Shamar Porter guide UConn to 35-16 victory over UMass

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

published 2026-10-24T02:52:30 · ingested 2026-10-23T23:05:16.360758

Bias Analysis · B.I.A.S.

CENTER score: -0.10 confidence: 90% vv3

The article provides a straightforward report on the sports event without any evident bias towards either team or highlighting controversial aspects.

      computed at 2026-10-23T23:05:16.360758
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.252 confidence: 36% valhalla/distilbart-mnli-12-3

      computed at 2026-10-23T23:12:52.125888-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.252

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-23T23:13:43.658074

Tier-2 at: 2026-10-31T21:02:30.887236

AI analyzed: ✓ at 2026-10-23T23:12:22.329046

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: MB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

true Kalieb Osborne and Shamar Porter guide UConn to victory over UMass

The article states that Kalieb Osborne and Shamar Porter were key players in the game, leading their team to a win.

        V.E.R.I.F.Y. · 2026-10-31T21:02:30.887236
      

true UConn won with a score of 35-16 over UMass

The article directly mentions the final score of the game, which can be cross-checked for verification.

        V.E.R.I.F.Y. · 2026-10-31T21:02:30.887236
      

Cross-Outlet Cluster · I.N.K.

Kalieb Osborne, Shamar Porter guide UConn to 35-16 victory over UMass 2 articles across outlets

      clustered at 2026-10-23T23:05:16.364527
    

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)

2026-10-23T23:05:16.360758 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
}

2026-10-23T23:12:52.125888 bias_v2_scored

payload

{
  "confidence": 0.36,
  "ensemble_band": "center-left",
  "ensemble_score": -0.252,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.252
}

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