Audit Trail · Article #2289791

Halifax hosting defence firms at record-breaking conference amid protests

Source article ↗ · Global News · outlet lean: center · owner: Corus Entertainment (corporate)

published 2026-10-07T18:52:57.166195 · ingested 2026-10-07T16:52:57.166195

Bias Analysis · B.I.A.S.

CENTER score: -0.20 vv3

The article presents both positive and neutral information without clear bias towards any particular viewpoint.

Trigger phrases: increased interestgenerational wave of defence spendingfurther evidence

      computed at 2026-10-07T17:27:03.789064
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.259 confidence: 37% valhalla/distilbart-mnli-12-3

      computed at 2026-10-07T17:27:11.094768-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.259

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-07T17:28:06.900887

Tier-2 at: 2026-10-07T17:27:03.789064

AI analyzed: ✓ at 2026-10-07T17:27:03.789064

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NS

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (4)

unverified International defense companies are gathering in Halifax.

        fact_v1 · 2026-10-07T17:27:09.387714
      

unverified More than 3,000 attendees are at DEFSEC Atlantic 2026 conference.

        fact_v1 · 2026-10-07T17:27:09.387714
      

unverified This year’s conference is the largest on record and reflects increased interest from companies about what’s happening in Nova Scotia.

        fact_v1 · 2026-10-07T17:27:09.387714
      

unverified (no factual claims extracted)

(model returned no claims for this article)

        V.E.R.I.F.Y. · 2026-10-07T17:28:06.899063
      

Cross-Outlet Cluster · I.N.K.

Halifax hosting defence firms at record-breaking conference amid protests 1 article across outlets

      clustered at 2026-10-07T16:52:57.173703
    

Governance — C.R.E.E.D.

Ethics audit pending — C.R.E.E.D. score not available right now. creed-ai.org ↗

Raw Audit Trail (2 events)

2026-10-07T16:52:57.166195 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": 4
}

2026-10-07T17:27:11.094768 bias_v2_scored

payload

{
  "confidence": 0.371,
  "ensemble_band": "center-left",
  "ensemble_score": -0.259,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.259
}

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