Audit Trail · Article #2376668

Halifax Forum cost overruns land at an extra $12 million-$14 million

Source article ↗ · SaltWire Network · outlet lean: center · owner: Postmedia (ex-SaltWire, 2024) (corporate)

published 2026-10-20T20:09:43 · ingested 2026-10-20T16:35:49.951207

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

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

      computed at 2026-10-20T16:35:49.951207
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.291 confidence: 42% valhalla/distilbart-mnli-12-3

      computed at 2026-10-20T17:06:17.419045-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.291

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-20T17:06:31.118406

Tier-2 at: —

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NS

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (4)

unverified Halifax council will hold a public meeting to discuss the demolition of a century-old heritage building.

        fact_v1 · 2026-10-20T17:05:55.317383
      

unverified The cost overruns for Halifax Forum have exceeded $12 million-$14 million.

        fact_v1 · 2026-10-20T17:05:55.317383
      

unverified Halifax council is considering the demolition of a century-old heritage building.

        V.E.R.I.F.Y. · 2026-10-20T17:06:31.019171
      

unverified A public meeting was cancelled about this decision.

        V.E.R.I.F.Y. · 2026-10-20T17:06:31.019171
      

Cross-Outlet Cluster · I.N.K.

Halifax Forum cost overruns land at an extra $12 million-$14 million 1 article across outlets

      clustered at 2026-10-20T16:35:49.957743
    

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)

2026-10-20T16:35:49.951207 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": 13771
}

2026-10-20T17:06:17.419045 bias_v2_scored

payload

{
  "confidence": 0.416,
  "ensemble_band": "center-right",
  "ensemble_score": 0.291,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.291
}

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