Audit Trail · Article #2366716

Their stories matter: Calgary’s Sisters in Spirit vigil calls for justice

Source article ↗ · Turtle Island News · outlet lean: center · owner: Turtle Island News (non_profit)

published 2026-10-19T20:06:26.311350 · ingested 2026-10-19T18:06:26.311350

Bias Analysis · B.I.A.S.

LEFT score: -1.00 confidence: 80% vv3

triggers: indigenous(-0.25×1)

Trigger phrases: Indigenous womenmissing and murdered Indigenous women, girls and Two-Spirit peoplefamilies seeking justice

      computed at 2026-10-19T18:06:26.311350
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 46% valhalla/distilbart-mnli-12-3

      computed at 2026-10-19T20:05:40.774171-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.500

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-10-19T18:14:29.379034

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified By Chevi Rabbit, Local Journalism Initiative Reporter, Alberta Native News For 22 years, the Sisters in Spirit march and vigil has taken place across Alberta

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

        heuristic-v1 · 2026-10-19T18:06:26.322701
      

unverified We’re not going away,” Chagnon said

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

        heuristic-v1 · 2026-10-19T18:06:26.322701
      

Cross-Outlet Cluster · I.N.K.

Their stories matter: Calgary’s Sisters in Spirit vigil calls for justice 1 article across outlets

      clustered at 2026-10-19T18:06:26.316543
    

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': 1, 'grade': 'A+', 'note': 'below minimum volume (1 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 · 1 events tracked

Raw Audit Trail (2 events)

2026-10-19T18:06:26.311350 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: indigenous(-0.25\u00d71)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 14343
}

2026-10-19T20:05:40.774171 bias_v2_scored

payload

{
  "confidence": 0.461,
  "ensemble_band": "center-left",
  "ensemble_score": -0.5,
  "label": "center",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.0
}

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