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Audit Trail · Article #2421977

How Halifax’s famous donair fueled one man’s goal to run a marathon

Source article ↗ · Global News · outlet lean: center · owner: Corus Entertainment (corporate)
published 2026-10-27T20:07:43 · ingested 2026-10-27T16:43:26.670095
Bias Analysis · B.I.A.S.
CENTER-LEFT score: -0.20 vv3
The article presents a local story with an anecdotal approach, potentially leaning towards a positive portrayal of the community and its food culture.
Trigger phrases: Halifax’s famous donairlocal traditionbrings everybody together
computed at 2026-10-27T16:54:37.874520
ML Bias Signal · DistilBERT Zero-Shot (v2)
CENTER score: 0.000 confidence: 43% valhalla/distilbart-mnli-12-3
computed at 2026-10-27T16:51:43.574666-04:00
Ensemble (heuristic + ML v2)
CENTER score: 0.000
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-10-27T16:54:37.874520
Tier-2 at: 2026-10-27T16:54:37.874520
AI analyzed: ✓ at 2026-10-27T16:54:37.874520
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: NS
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (1)
true As part of his training, David Wadden trekked to 59 locations to devour the pitas filled with spiced meat, fresh onions and tomatoes (no lettuce!) covered in a sweet sauce.
Rule-based: source_credibility=True, has_stat=True, hedged=False
heuristic-v1 · 2026-10-27T16:43:26.684299
Cross-Outlet Cluster · I.N.K.
How Halifax’s famous donair fueled one man’s goal to run a marathon 1 article across outlets
clustered at 2026-10-27T16:43:26.676642
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': 2, 'grade': 'A+', 'note': 'below minimum volume (2 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 · 2 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": 4
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.433,
  "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.