Audit Trail · Article #2510536

Two men charged in 2025 Surrey extortion shootings

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

published 2026-11-06T22:44:43 · ingested 2026-11-06T17:54:23.500389

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

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

      computed at 2026-11-06T17:54:23.500389
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

ML scoring pending — backlog worker processes ~50 articles per ingest cycle.

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-11-08T18:08:12.860842

Tier-2 at: —

AI analyzed: ✓ at 2026-11-06T18:29:20.643009

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Two men have been charged for involvement in extortions related shootings in Surrey last year.

        V.E.R.I.F.Y. · 2026-11-08T18:08:12.795898
      

unverified The incidents occurred separately in 2025 in Surrey region of Canada.

        V.E.R.I.F.Y. · 2026-11-08T18:08:12.795898
      

unverified Extortion is a criminal activity involving the threat or use of force, usually involving money demands to ensure silence.

        V.E.R.I.F.Y. · 2026-11-08T18:08:12.795898
      

Cross-Outlet Cluster · I.N.K.

Two men charged in 2025 Surrey extortion shootings 3 articles across outlets

      clustered at 2026-11-06T17:54:23.508005
    

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 (1 event)

2026-11-06T17:54:23.500389 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
}

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