Audit Trail · Article #2393439

Indigenous Services minister, Conservative MP clash at committee examining proposed First Nations water law

Source article ↗ · APTN National News · outlet lean: center · owner: APTN (Indigenous-owned) (non_profit)

published 2026-10-22T22:07:57 · ingested 2026-10-22T18:12:41.460420

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.40 confidence: 80% vv3

The article presents a clash between an Indigenous Services minister and a Conservative MP, suggesting political tensions.

Trigger phrases: clashedministerMP

      computed at 2026-10-22T18:20:24.740314
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.555 confidence: 79% valhalla/distilbart-mnli-12-3

      computed at 2026-10-22T18:21:10.334776-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.304

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-22T18:22:20.329429

Tier-2 at: 2026-11-01T22:14:05.880061

AI analyzed: ✓ at 2026-10-22T18:20:24.740314

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (1)

true Indigenous Services Minister Mandy Gull-Masty and Conservative MP Billy Morin clashed during Thursday morning’s Indigenous...

The claim is directly stated in the article.

        A.X.I.O.M. · 2026-11-01T22:14:05.880061
      

Cross-Outlet Cluster · I.N.K.

Indigenous Services minister, Conservative MP clash at committee examining proposed First Nations water law 1 article across outlets

      clustered at 2026-10-22T18:12:41.466855
    

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)

2026-10-22T18:12:41.460420 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: conservative(+0.50\u00d73), indigenous(-0.25\u00d73), first nations(-0.20\u00d73)",
    "score": 0.053,
    "signal_detected": true
  },
  "source_id": 13767
}

2026-10-22T18:21:10.334776 bias_v2_scored

payload

{
  "confidence": 0.792,
  "ensemble_band": "center-right",
  "ensemble_score": 0.304,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.555
}

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