Audit Trail · Article #2484954

Election night agenda: When polls close and when to expect results

Source article ↗ · Winnipeg Free Press · outlet lean: center · owner: FP Newspapers (independent local) (independent)

published 2026-11-03T12:04:00 · ingested 2026-11-03T07:23:42.497915

Bias Analysis · B.I.A.S.

CENTER score: 0.00 confidence: 100% vv3

The article is a straightforward news report and does not express any clear bias.

      computed at 2026-11-03T07:23:42.497915
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 49% valhalla/distilbart-mnli-12-3

      computed at 2026-11-03T08:51:18.374368-05:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-03T08:04:25.099557

Tier-2 at: 2026-11-03T09:26:02.529647

AI analyzed: ✓ at 2026-11-03T08:04:25.099557

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: MB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

true When polls close and when to expect results will be the agenda for election night.

The claim is clearly stated in the article title and sets the context for the discussion.

        C.H.E.C.K. · 2026-11-03T09:26:02.529647
      

Cross-Outlet Cluster · I.N.K.

Election night agenda: When polls close and when to expect results 1 article across outlets

      clustered at 2026-11-03T07:23:42.507582
    

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)

2026-11-03T07:23:42.497915 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": 13761
}

2026-11-03T08:51:18.374368 bias_v2_scored

payload

{
  "confidence": 0.488,
  "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.