Audit Trail · Article #2543938

Calgary's proposed four-year budget draws mixed reactions: Five key takeaways

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

published 2026-11-11T01:24:12 · ingested 2026-11-10T20:56:29.488225

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

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

      computed at 2026-11-10T20:56:29.488225
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

ML scoring pending — backlog worker processes ~50 articles per ingest cycle.

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-11-10T21:00:21.286780

Tier-2 at: —

AI analyzed: ✓ at 2026-11-10T21:00:21.286780

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified The City of Calgary released its proposed 2027–30 budget Tuesday, outlining billions in spending that, if approved, would bring the largest municipal property tax increase in at least three decades

Rule-based: source_credibility=False, has_stat=True, hedged=False

        heuristic-v1 · 2026-11-10T20:56:29.510404
      

unverified The proposed budget includes $6 billion in operating spending in 2027 and $21 billion in capital spending over four years, […]

Rule-based: source_credibility=False, has_stat=True, hedged=False

        heuristic-v1 · 2026-11-10T20:56:29.510404
      

Cross-Outlet Cluster · I.N.K.

Calgary's proposed four-year budget draws mixed reactions: Five key takeaways 1 article across outlets

      clustered at 2026-11-10T20:56:29.500512
    

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 (1 event)

2026-11-10T20:56:29.488225 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
}

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