Audit Trail · Article #2468855

PM Carney heads to Commonwealth summit ahead of high-stakes budget reveal

Source article ↗ · iPolitics · outlet lean: center · owner: iPolitics Inc. (independent)

published 2026-11-01T21:01:59 · ingested 2026-11-01T16:13:55.030256

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 85% vv3

The article provides a neutral overview of upcoming political events without overtly positive or negative language.

      computed at 2026-11-01T16:13:55.030256
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.322 confidence: 46% valhalla/distilbart-mnli-12-3

      computed at 2026-11-01T16:26:28.320689-05:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.322

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-01T16:33:36.487255

Tier-2 at: 2026-11-01T17:00:25.215761

AI analyzed: ✓ at 2026-11-01T16:26:02.727395

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (2)

true PM Carney heads to Commonwealth summit

The article is a summary of planned events and does not make claims that are unsupported by facts.

        E.C.H.O. · 2026-11-01T17:00:25.215761
      

unverified Event before high-stakes budget reveal

While the timing may be relevant, the exact content or outcome of future budget plans cannot be verified from this article alone.

        E.C.H.O. · 2026-11-01T17:00:25.215761
      

Cross-Outlet Cluster · I.N.K.

PM Carney heads to Commonwealth summit ahead of high-stakes budget reveal 1 article across outlets

      clustered at 2026-11-01T16:13:55.127480
    

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)

2026-11-01T16:13:55.030256 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": 489
}

2026-11-01T16:26:28.320689 bias_v2_scored

payload

{
  "confidence": 0.46,
  "ensemble_band": "center-right",
  "ensemble_score": 0.322,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.322
}

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