Audit Trail · Article #2449207

Country Thunder not returning to Calgary in 2027

Source article ↗ · Calgary Herald · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-30T15:37:55 · ingested 2026-10-30T11:59:45.261272

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 vv3

The article is neutral in tone, presenting factual information without a strong bias for or against the event.

Trigger phrases: confirmed thatThe organization issued a statement

      computed at 2026-10-30T11:59:45.261272
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.273 confidence: 39% valhalla/distilbart-mnli-12-3

      computed at 2026-10-30T12:19:13.915281-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.273

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-30T12:22:48.697112

Tier-2 at: 2026-10-30T13:01:27.185684

AI analyzed: ✓ at 2026-10-30T12:19:21.113981

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

true Country Thunder will not be returning to Calgary in 2027.

This is directly stated by the festival organizers and confirmed through an official press release.

        E.C.H.O. · 2026-10-30T13:01:27.185684
      

true The cancellation of Country Thunder Alberta in 2026 was controversial.

Details about the controversy, including a statement from Megan Benoit, are provided in the article.

        E.C.H.O. · 2026-10-30T13:01:27.185684
      

Cross-Outlet Cluster · I.N.K.

Country Thunder not returning to Calgary in 2027 1 article across outlets

      clustered at 2026-10-30T11:59:45.270327
    

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)

2026-10-30T11:59:45.261272 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": 13757
}

2026-10-30T12:19:13.915281 bias_v2_scored

payload

{
  "confidence": 0.39,
  "ensemble_band": "center-right",
  "ensemble_score": 0.273,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.273
}

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