Audit Trail · Article #2437151

One year post-election, has Farkas delivered on his campaign promises?

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

published 2026-10-29T11:30:01 · ingested 2026-10-29T07:45:52.436964

Bias Analysis · B.I.A.S.

CENTER-LEFT score: 0.20 confidence: 80% vv3

The article focuses on the mayor's performance in fulfilling campaign promises, which is typically a center-left topic focusing on governance and accountability.

Trigger phrases: campaign promisesmayor's performance

      computed at 2026-10-29T07:45:52.436964
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.301 confidence: 43% valhalla/distilbart-mnli-12-3

      computed at 2026-10-29T08:07:24.351729-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.301

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-29T07:50:45.698066

Tier-2 at: 2026-10-29T08:12:00.498704

AI analyzed: ✓ at 2026-10-29T07:50:45.698066

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

true Jeromy Farkas was elected as Calgary’s 38th mayor with a narrow margin of victory over his closest competitor.

The article provides factual information about the election results, which can be verified through official electoral records.

        V.E.R.I.F.Y. · 2026-10-29T08:12:00.498704
      

mixed One year after taking office, Farkas has not yet delivered on his campaign promises.

Without specific details or evidence provided in the article about fulfilled promises, this claim cannot be verified. It is a subjective assessment by the author.

        V.E.R.I.F.Y. · 2026-10-29T08:12:00.498704
      

Cross-Outlet Cluster · I.N.K.

One year post-election, has Farkas delivered on his campaign promises? 1 article across outlets

      clustered at 2026-10-29T07:45:52.452862
    

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)

2026-10-29T07:45:52.436964 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
}

2026-10-29T08:07:24.351729 bias_v2_scored

payload

{
  "confidence": 0.431,
  "ensemble_band": "center-right",
  "ensemble_score": 0.301,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.301
}

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