Audit Trail · Article #2532179

ᑰᔾᔪᐊᑉ ᐃᓄᑐᖃᕐᓄᑦ ᐊᖏᕐᕋᕆᓚᐅᖅᑕᖓ ᐊᖅᑭᒃᓱᖅᑕᐅᔪᒃᓴᐅᑕᐅᕗᖅ

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

published 2026-11-09T15:30:52 · ingested 2026-11-09T10:47:16.759614

Bias Analysis · B.I.A.S.

CENTER score: -0.20 confidence: 80% vv3

The article is a straightforward news report without evident bias, as it provides factual information about repairs to an elder's home in Kuujjuaq.

      computed at 2026-11-09T11:57:26.149383
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.273 confidence: 39% valhalla/distilbart-mnli-12-3

      computed at 2026-11-09T12:05:16.771339-05:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.237

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-09T11:57:26.149383

Tier-2 at: 2026-11-09T11:57:26.149383

AI analyzed: ✓ at 2026-11-09T11:57:26.149383

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NU

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified The English version of the story mentions that the elders' home in Kuujjuaq will undergo repairs before it becomes a shelter.

        V.E.R.I.F.Y. · 2026-11-09T11:02:10.692855
      

unverified The title appears to reference an event involving elders and their former home in Kuujjuaq, which is being prepared for use as a new shelter.

        V.E.R.I.F.Y. · 2026-11-09T11:02:10.692855
      

Cross-Outlet Cluster · I.N.K.

ᑰᔾᔪᐊᑉ ᐃᓄᑐᖃᕐᓄᑦ ᐊᖏᕐᕋᕆᓚᐅᖅᑕᖓ ᐊᖅᑭᒃᓱᖅᑕᐅᔪᒃᓴᐅᑕᐅᕗᖅ 1 article across outlets

      clustered at 2026-11-09T10:47:16.867355
    

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)

2026-11-09T10:47:16.759614 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": 14336
}

2026-11-09T12:05:16.771339 bias_v2_scored

payload

{
  "confidence": 0.39,
  "ensemble_band": "center-left",
  "ensemble_score": -0.237,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.273
}

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