Audit Trail · Article #2527752

Indigenous veterans honoured at Saskatoon ceremony - CTV News

Source article ↗ · CTV News · outlet lean: center · owner: Bell Media (corporate)

published 2026-11-09T00:13:00 · ingested 2026-11-08T21:46:39.609187

Bias Analysis · B.I.A.S.

LEFT score: -1.00 confidence: 80% vv3

triggers: indigenous(-0.25×3)

Trigger phrases: Indigenous veterans honoured

      computed at 2026-11-08T21:46:39.609187
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.322 confidence: 46% valhalla/distilbart-mnli-12-3

      computed at 2026-11-08T22:53:44.072632-05:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.339

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-08T21:52:57.035626

Tier-2 at: 2026-11-08T21:52:57.035626

AI analyzed: ✓ at 2026-11-08T21:48:16.094655

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: SK

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified (no factual claims extracted)

(model returned no claims for this article)

        V.E.R.I.F.Y. · 2026-11-08T21:52:57.033197
      

Cross-Outlet Cluster · I.N.K.

105 years of Remembrance: Rama honours Indigenous veterans - CTV News 6 articles across outlets

      clustered at 2026-11-08T17:46:39.685536
    

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)

2026-11-08T21:46:39.609187 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: indigenous(-0.25\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 485
}

2026-11-08T22:53:44.072632 bias_v2_scored

payload

{
  "confidence": 0.461,
  "ensemble_band": "center-left",
  "ensemble_score": -0.339,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.322
}

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