Audit Trail · Article #2391348

Pictou County museum exhibit explores the history of slavery in Canada

Source article ↗ · SaltWire Network · outlet lean: center · owner: Postmedia (ex-SaltWire, 2024) (corporate)

published 2026-10-22T15:00:14 · ingested 2026-10-22T12:07:03.874864

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 vv3

The article presents a historical fact that may be controversial to some readers, but the tone is informative and neutral.

Trigger phrases: Dozens of individuals travelledcreated by the Canadian Museum of Immigration at Pier 21

      computed at 2026-10-22T12:07:03.874864
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 38% valhalla/distilbart-mnli-12-3

      computed at 2026-10-22T12:17:09.430822-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-22T12:17:15.268117

Tier-2 at: 2026-11-03T00:32:09.442727

AI analyzed: ✓ at 2026-10-22T12:15:56.330151

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NS

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

true The exhibition explores the history of slavery in Canada through individual stories, biographies, and archival records.

This claim is directly supported by the article's content.

        E.C.H.O. · 2026-11-03T00:32:09.442727
      

mixed The legacy of enslavement continues to shape barriers and inequalities in Canadian society today.

While this statement reflects a common historical perspective, its accuracy as it pertains to current societal issues is debatable and may be seen differently by various stakeholders.

        E.C.H.O. · 2026-11-03T00:32:09.442727
      

Cross-Outlet Cluster · I.N.K.

Pictou County museum exhibit explores the history of slavery in Canada 1 article across outlets

      clustered at 2026-10-22T12:07:03.885159
    

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)

2026-10-22T12:07:03.874864 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": 13771
}

2026-10-22T12:17:09.430822 bias_v2_scored

payload

{
  "confidence": 0.378,
  "ensemble_band": "center",
  "ensemble_score": 0.0,
  "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.