Audit Trail · Article #2520468

Dialogue about Inuit-specific housing funding underway, says Indigenous Services Minister

Source article ↗ · Nunatsiaq News · outlet lean: center-left · owner: Nortext Publishing (independent)

published 2026-11-08T03:13:40 · ingested 2026-11-07T22:28:38.471687

Bias Analysis · B.I.A.S.

LEFT score: -1.00 vv3

triggers: indigenous(-0.25×3)

      computed at 2026-11-07T22:28:38.471687
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.310 confidence: 44% valhalla/distilbart-mnli-12-3

      computed at 2026-11-08T09:54:43.965549-05:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.345

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-11-08T10:42:18.598235

Tier-2 at: —

AI analyzed: ✓ at 2026-11-07T23:30:58.313581

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NU

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified Dialogue on Inuit-specific housing funding is currently being discussed by the Indigenous Services Minister.

        V.E.R.I.F.Y. · 2026-11-08T10:42:18.595246
      

Cross-Outlet Cluster · I.N.K.

Dialogue about Inuit-specific housing funding underway, says Indigenous Services Minister 1 article across outlets

      clustered at 2026-11-07T22:28:38.482262
    

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)

2026-11-07T22:28:38.471687 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: indigenous(-0.25\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 14336
}

2026-11-08T09:54:43.965549 bias_v2_scored

payload

{
  "confidence": 0.443,
  "ensemble_band": "center-left",
  "ensemble_score": -0.345,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.31
}

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