Audit Trail · Article #2515486

Jolene Saturnino makes legislature history as Glen Rutland retires

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

published 2026-11-07T11:57:00 · ingested 2026-11-07T07:19:32.938495

Bias Analysis · B.I.A.S.

LEFT score: -1.00 vv3

triggers: indigenous(-0.25×1)

      computed at 2026-11-07T07:19:32.938495
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.291 confidence: 42% valhalla/distilbart-mnli-12-3

      computed at 2026-11-07T09:38:11.775352-05:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.355

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-11-08T14:45:39.228990

Tier-2 at: —

AI analyzed: ✓ at 2026-11-07T07:27:26.852319

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NT

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Jolene Saturnino became the first woman and first Indigenous person to serve as clerk of the NWT's legislature.

        V.E.R.I.F.Y. · 2026-11-08T14:45:39.225040
      

unverified Glen Rutland retired from the role of clerk of the NWT's legislature.

        V.E.R.I.F.Y. · 2026-11-08T14:45:39.225040
      

unverified The post Jolene Saturnino made history for is known as the clerk of the NWT's legislature.

        V.E.R.I.F.Y. · 2026-11-08T14:45:39.225040
      

Cross-Outlet Cluster · I.N.K.

Jolene Saturnino makes legislature history as Glen Rutland retires 1 article across outlets

      clustered at 2026-11-07T07:19:32.948754
    

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)

2026-11-07T07:19:32.938495 ingested

payload

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

2026-11-07T09:38:11.775352 bias_v2_scored

payload

{
  "confidence": 0.416,
  "ensemble_band": "center-left",
  "ensemble_score": -0.355,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.291
}

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