Audit Trail · Article #2375260

Saskatchewan honours fallen soldiers after Wainwright tragedy

Source article ↗ · Global News · outlet lean: center · owner: Corus Entertainment (corporate)

published 2026-10-20T16:02:54.518172 · ingested 2026-10-20T14:02:54.518172

Bias Analysis · B.I.A.S.

CENTER score: 0.20 vv3

The article presents a balanced view without any clear bias towards supporting or opposing the military.

Trigger phrases: honours fallen soldiersdeeply feltacknowledge that and recognize

      computed at 2026-10-20T14:22:23.221393
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.304 confidence: 43% valhalla/distilbart-mnli-12-3

      computed at 2026-10-20T14:23:27.719162-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.304

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-20T14:25:40.152507

Tier-2 at: 2026-10-20T14:22:23.221393

AI analyzed: ✓ at 2026-10-20T14:22:23.221393

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: SK

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (4)

unverified No verifiable claims detected.

        fact_v1 · 2026-10-20T14:22:30.120837
      

unverified Flags are flying at half-mast in Saskatchewan in honour of the victims of the tragedy.

        V.E.R.I.F.Y. · 2026-10-20T14:25:40.147703
      

unverified Pte. Shaun Farrell, from Prince Albert, was killed when a fast-moving fire ripped through the area during a training exercise.

        V.E.R.I.F.Y. · 2026-10-20T14:25:40.147703
      

unverified Nutana Legion Branch 362 president Bill Flahr wants people to remember the fallen soldiers, the injured and the families who are impacted.

        V.E.R.I.F.Y. · 2026-10-20T14:25:40.147703
      

Cross-Outlet Cluster · I.N.K.

Saskatchewan honours fallen soldiers after Wainwright tragedy 1 article across outlets

      clustered at 2026-10-20T14:02:54.525301
    

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)

2026-10-20T14:02:54.518172 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": 4
}

2026-10-20T14:23:27.719162 bias_v2_scored

payload

{
  "confidence": 0.434,
  "ensemble_band": "center-left",
  "ensemble_score": -0.304,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.304
}

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