Audit Trail · Article #2442262

Stampeders Christy Nkanu, Jalen Philpot, Clarence Hicks, Jaylon Hutchings named to West Division All-CFL team

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

published 2026-10-29T22:32:47 · ingested 2026-10-29T18:59:45.331986

Bias Analysis · B.I.A.S.

CENTER score: 0.20 vv3

The article focuses on the achievements of Calgary Stampeders players and does not include any opposing viewpoints or criticism.

Trigger phrases: four players representedhonour for the first time in their respective careers

      computed at 2026-10-29T18:59:45.331986
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.272 confidence: 39% valhalla/distilbart-mnli-12-3

      computed at 2026-10-29T19:30:35.811027-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.272

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-29T19:09:57.629132

Tier-2 at: 2026-10-29T19:46:09.439368

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

true Nkanu’s work allowed the Stampeders to average 5.7 yards per carry and enabled quarterback Vernon Adams Jr. to throw for a league-high 36 touchdowns.

The article provides specific details about Nkanu's contributions, which are consistent with his role as an offensive lineman.

        E.C.H.O. · 2026-10-29T19:46:09.439368
      

true Philpot recorded 91 catches for 1,241 yards and eight touchdowns after starting all 18 games.

The article provides specific statistical data about Philpot's performance, which is consistent with his role as a receiver.

        E.C.H.O. · 2026-10-29T19:46:09.439368
      

Cross-Outlet Cluster · I.N.K.

Stampeders Christy Nkanu, Jalen Philpot, Clarence Hicks, Jaylon Hutchings named to West Division All-CFL team 1 article across outlets

      clustered at 2026-10-29T18:59:45.339524
    

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)

2026-10-29T18:59:45.331986 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
}

2026-10-29T19:30:35.811027 bias_v2_scored

payload

{
  "confidence": 0.388,
  "ensemble_band": "center-right",
  "ensemble_score": 0.272,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.272
}

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