Audit Trail · Article #2478309

Edmonton teenager killed in freeway collision: ‘Time of great sorrow’

Source article ↗ · Global News · outlet lean: center · owner: Corus Entertainment (corporate)

published 2026-11-02T21:21:55 · ingested 2026-11-02T16:23:29.215989

Bias Analysis · B.I.A.S.

CENTER score: -0.50 confidence: 80% vv3

The article maintains a factual tone but includes emotionally charged phrases like 'time of great sorrow' and 'deep sadness', which lean towards a slightly negative bias.

Trigger phrases: heavy heartgreat sorrow

      computed at 2026-11-02T16:51:14.301620
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.261 confidence: 37% valhalla/distilbart-mnli-12-3

      computed at 2026-11-02T16:50:56.478404-05:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.261

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-02T16:51:14.301620

Tier-2 at: 2026-11-02T16:51:14.301620

AI analyzed: ✓ at 2026-11-02T16:51:14.301620

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

true A Grade 12 student at Austin O’Brien Catholic High School was killed in a collision on Sherwood Park Freeway, near 50 Street, on a foggy Sunday morning.

Rule-based: source_credibility=True, has_stat=True, hedged=False

        heuristic-v1 · 2026-11-02T16:23:29.242741
      

Cross-Outlet Cluster · I.N.K.

Edmonton teenager killed in freeway collision: ‘Time of great sorrow’ 1 article across outlets

      clustered at 2026-11-02T16:23:29.231025
    

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)

2026-11-02T16:23:29.215989 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": 4
}

2026-11-02T16:50:56.478404 bias_v2_scored

payload

{
  "confidence": 0.373,
  "ensemble_band": "center-right",
  "ensemble_score": 0.261,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.261
}

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