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Audit Trail · Article #2453454

Vancouver fashion designer 'thrilled' after Elle Fanning wears design for Hunger Games press tour

Source article ↗ · Vancouver Sun · outlet lean: center-right · owner: Postmedia (corporate)
published 2026-10-31T01:33:03 · ingested 2026-10-30T21:59:42.754915
Bias Analysis · B.I.A.S.
CENTER score: 0.20 vv3
The article presents a positive outcome for the fashion designer and includes favorable quotes that highlight his joy and inspiration.
Trigger phrases: thrilleddream come truejoy
computed at 2026-10-30T22:26:57.014215
ML Bias Signal · DistilBERT Zero-Shot (v2)
LEFT score: -0.260 confidence: 37% valhalla/distilbart-mnli-12-3
computed at 2026-10-30T22:26:30.920688-04:00
Ensemble (heuristic + ML v2)
CENTER LEFT score: -0.260
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-10-30T22:26:57.014215
Tier-2 at: 2026-10-30T22:46:01.056394
AI analyzed: ✓ at 2026-10-30T22:26:57.014215
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: BC
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (2)
true Elle Fanning wore a design by Vancouver fashion designer Evan Clayton.
The article provides evidence from Fanning's Instagram post and details about the clothing item.
T.A.L.O.N. · 2026-10-30T22:46:01.056394
true Clayton was inspired by 1940s suiting for his collection.
The designer explicitly mentions this inspiration in the article.
T.A.L.O.N. · 2026-10-30T22:46:01.056394
Cross-Outlet Cluster · I.N.K.
Vancouver fashion designer 'thrilled' after Elle Fanning wears design for Hunger Games press tour 1 article across outlets
clustered at 2026-10-30T21:59:42.762885
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": 593
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.371,
  "ensemble_band": "center-left",
  "ensemble_score": -0.26,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.26
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.