Audit Trail · Article #2366894

Stabbing of four people at Vancouver bar linked to gang war

Source article ↗ · Vancouver Sun · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-19T20:46:09.863468 · ingested 2026-10-19T18:46:09.863468

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — NO SIGNAL DETECTED (not a centrist finding)

      computed at 2026-10-19T18:46:09.863468
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.277 confidence: 40% valhalla/distilbart-mnli-12-3

      computed at 2026-10-19T19:59:38.077660-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.277

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-19T20:01:55.092837

Tier-2 at: —

AI analyzed: ✓ at 2026-10-19T19:58:49.278585

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (6)

unverified Three patrons and an employee at a Vancouver bar were injured by a stabbing attack.

        fact_v1 · 2026-10-19T19:58:53.271646
      

unverified The incident resulted in four people being stabbed.

        fact_v1 · 2026-10-19T19:58:53.271646
      

unverified The victims were taken to the hospital for non-life-threatening injuries.

        fact_v1 · 2026-10-19T19:58:53.271646
      

unverified Three patrons and an employee at a Vancouver bar sustained non-life-threatening injuries following a stabbing incident.

        V.E.R.I.F.Y. · 2026-10-19T20:01:55.080388
      

unverified The stabbing occurred as part of a gang war in the area.

        V.E.R.I.F.Y. · 2026-10-19T20:01:55.080388
      

unverified A police investigation is underway to determine the cause and motive behind the incident.

        V.E.R.I.F.Y. · 2026-10-19T20:01:55.080388
      

Cross-Outlet Cluster · I.N.K.

Stabbing of four people at Vancouver bar linked to gang war 1 article across outlets

      clustered at 2026-10-19T18:46:09.868766
    

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)

2026-10-19T18:46:09.863468 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": 593
}

2026-10-19T19:59:38.077660 bias_v2_scored

payload

{
  "confidence": 0.396,
  "ensemble_band": "center-right",
  "ensemble_score": 0.277,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.277
}

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