Audit Trail · Article #2515531

Trump replaces chief of staff Susie Wiles with Stephen Miller after midterm defeat

Source article ↗ · CBC English Top Stories · outlet lean: center-left · owner: CBC/Radio-Canada (public)

published 2026-11-06T19:07:29 · ingested 2026-11-07T07:57:52.126672

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

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

      computed at 2026-11-07T07:57:52.126672
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.509 confidence: 73% valhalla/distilbart-mnli-12-3

      computed at 2026-11-07T09:37:56.774003-05:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.509

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-11-08T19:44:42.860615

Tier-2 at: —

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: US

Province: —

Scope: international

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Trump replaces Chief of Staff Susie Wiles with Immigration Hardliner Stephen Miller after Republican Party's defeat in midterms.

        V.E.R.I.F.Y. · 2026-11-08T19:44:42.856884
      

unverified The replacement is aimed at addressing the political defeat experienced by the party.

        V.E.R.I.F.Y. · 2026-11-08T19:44:42.856884
      

unverified This shift indicates a shift towards more conservative and hardline policies.

        V.E.R.I.F.Y. · 2026-11-08T19:44:42.856884
      

Cross-Outlet Cluster · I.N.K.

Trump replaces chief of staff Susie Wiles with Stephen Miller after midterm defeat 1 article across outlets

      clustered at 2026-11-07T07:57:52.144478
    

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)

2026-11-07T07:57:52.126672 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": 1
}

2026-11-07T09:37:56.774003 bias_v2_scored

payload

{
  "confidence": 0.728,
  "ensemble_band": "center-right",
  "ensemble_score": 0.509,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.509
}

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