Audit Trail · Article #2416283

Settle land claims before major projects, NWT leaders tell Ottawa

Source article ↗ · Cabin Radio · outlet lean: center · owner: Cabin Radio Ltd (independent)

published 2026-10-26T22:03:24 · ingested 2026-10-26T19:25:23.645534

Bias Analysis · B.I.A.S.

LEFT score: -0.40 vv3

The article focuses on the Indigenous leaders' demands for land claim settlements before major projects, which reflects a left-leaning perspective prioritizing indigenous rights and interests.

Trigger phrases: land claims must be settledIndigenous governmentsmajor development

      computed at 2026-10-26T20:33:52.172146
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.373 confidence: 53% valhalla/distilbart-mnli-12-3

      computed at 2026-10-26T19:40:37.394610-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.314

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-26T20:33:52.172146

Tier-2 at: 2026-10-26T20:33:52.172146

AI analyzed: ✓ at 2026-10-26T20:33:52.172146

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Land claims and abolishing the Indian Act were among the topics

Rule-based: source_credibility=False, has_stat=False, hedged=True

        heuristic-v1 · 2026-10-26T19:25:23.660814
      

unverified The post Settle land claims before major projects, NWT leaders tell Ottawa first appeared on Cabin Radio.

Rule-based: source_credibility=False, has_stat=False, hedged=True

        heuristic-v1 · 2026-10-26T19:25:23.660814
      

Cross-Outlet Cluster · I.N.K.

Settle land claims before major projects, NWT leaders tell Ottawa 1 article across outlets

      clustered at 2026-10-26T19:25:23.653479
    

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)

2026-10-26T19:25:23.645534 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: indigenous(-0.25\u00d71)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 14335
}

2026-10-26T19:40:37.394610 bias_v2_scored

payload

{
  "confidence": 0.533,
  "ensemble_band": "center-left",
  "ensemble_score": -0.314,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.373
}

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