Audit Trail · Article #2485622

‘Ceremony,’ doc about Nuxalk fight for ancestral lands, to stream on Netflix

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

published 2026-11-03T13:53:22 · ingested 2026-11-03T08:55:25.071241

Bias Analysis · B.I.A.S.

CENTER score: -0.20 confidence: 85% vv3

The article presents factual information about a documentary and its release without overtly biasing the content towards one side or another.

Trigger phrases: 'Ceremony,' doc about Nuxalk fight for ancestral landsaward-winning documentary

      computed at 2026-11-03T09:35:52.073179
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.239 confidence: 34% valhalla/distilbart-mnli-12-3

      computed at 2026-11-03T08:59:44.674413-05:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.239

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-03T09:35:52.073179

Tier-2 at: 2026-11-03T09:35:52.073179

AI analyzed: ✓ at 2026-11-03T09:35:52.073179

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified The film, which was directed and produced by Banchi Hanuse, examines the disappearance of the ooligan — a small fish also known as candlefish — from Nuxalk territory 26 years ago

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

        heuristic-v1 · 2026-11-03T08:55:25.274929
      

unverified In a press release, Hanuse says it took her 12 years to tell the story properly, and soon the Canadian people will be able to hear it for the first time.

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

        heuristic-v1 · 2026-11-03T08:55:25.274929
      

Cross-Outlet Cluster · I.N.K.

‘Ceremony,’ doc about Nuxalk fight for ancestral lands, to stream on Netflix 1 article across outlets

      clustered at 2026-11-03T08:55:25.167032
    

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)

2026-11-03T08:55:25.071241 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 NO SIGNAL DETECTED (not a centrist finding)",
    "score": 0.0,
    "signal_detected": false
  },
  "source_id": 14343
}

2026-11-03T08:59:44.674413 bias_v2_scored

payload

{
  "confidence": 0.341,
  "ensemble_band": "center-left",
  "ensemble_score": -0.239,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.239
}

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