Running pattern detector against the corpus
The dataset shows entities that appear simultaneously across multiple federal, provincial, and CRA charity datasets — sitting at governance crossroads where related-party relationships are more likely to materialise.
Aggregated from the matches below. Severity bands are calibrated per pattern; counts and dollar totals reflect this snapshot only.
Glassbox surfaces correlations and observations, not findings of misconduct. Severity is a calibrated read on how strongly the dataset matches the pattern definition — a starting point for review, not a verdict.
The match meets the pattern threshold but the signal is the lower band. Normal review queue.
The match exceeds the routine threshold. Worth a closer look — pull the source rows, walk the citation.
The match is in the highest band of the calibrated scale. Recommend: prioritise for active review.
Severity is computed from the detection signal · general.entity_golden_records with array_length(dataset_sources, 1) ≥ 2, source_link_count ≥ 50, confidence ≥ 0.7. Severity scales with cumulative source-record volume across datasets.
The dataset shows CANADAHELPS CANADON (public_foundation) appears across 2 datasets — cra, fed — with 60,962 total source records. Per-dataset breakdown: cra_qualified_donees: 60,877 · grants_contributions: 84 · cra_identification: 1.
The dataset shows Little Red River Cree Nation (government) appears across 2 datasets — ab, fed — with 5,819 total source records. Per-dataset breakdown: ab_grants: 5,167 · grants_contributions: 646 · cra_qualified_donees: 4 · ab_contracts: 2.
The dataset shows Watch Tower Bible and Tract Society of Canada (charity) appears across 2 datasets — ab, cra — with 5,186 total source records. Per-dataset breakdown: cra_qualified_donees: 5,184 · ab_non_profit: 1 · cra_identification: 1.
The dataset shows Société de Saint-Vincent de Paul - Conseil national du Canada / Society of Saint-Vincent de Paul - National Council of Canada (charity) appears across 2 datasets — cra, fed — with 5,027 total source records. Per-dataset breakdown: cra_qualified_donees: 4,997 · grants_contributions: 29 · cra_identification: 1.
The dataset shows BACKWOODS ENERGY SERVICES LIMITED PARTNERSHIP (organization) appears across 2 datasets — fed, ab — with 3,687 total source records. Per-dataset breakdown: ab_grants: 3,683 · ab_contracts: 3 · grants_contributions: 1.
The dataset shows 360 ENERGY LIABILITY MANAGEMENT LTD. (organization) appears across 2 datasets — fed, ab — with 3,489 total source records. Per-dataset breakdown: ab_grants: 3,487 · grants_contributions: 2.
The dataset shows Child Development Dayhomes of Alberta Ltd (company) appears across 2 datasets — ab, fed — with 3,352 total source records. Per-dataset breakdown: ab_grants: 3,318 · ab_sole_source: 30 · grants_contributions: 3 · ab_contracts: 1.
The dataset shows The United Church of Canada (charity) appears across 2 datasets — cra, fed — with 3,259 total source records. Per-dataset breakdown: cra_qualified_donees: 3,246 · grants_contributions: 12 · cra_identification: 1.
The dataset shows Thornhill Child Care Society (charity) appears across 2 datasets — ab, cra — with 3,149 total source records. Per-dataset breakdown: ab_grants: 3,126 · ab_sole_source: 19 · cra_qualified_donees: 2 · ab_non_profit: 1.
The dataset shows The Roman Catholic Episcopal Corporation of the Diocese of Hamilton in Ontario (charity) appears across 2 datasets — cra, fed — with 2,285 total source records. Per-dataset breakdown: cra_qualified_donees: 2,276 · grants_contributions: 8 · cra_identification: 1.
The dataset shows The Governing Council of the University of Toronto (non_profit) appears across 2 datasets — cra, fed — with 2,204 total source records. Per-dataset breakdown: grants_contributions: 1,450 · cra_qualified_donees: 753 · cra_identification: 1.
The dataset shows GCL ENVIRONMENTAL LTD. (organization) appears across 2 datasets — fed, ab — with 2,202 total source records. Per-dataset breakdown: ab_grants: 2,201 · grants_contributions: 1.
The dataset shows 1439723 ALBERTA LTD (organization) appears across 2 datasets — fed, ab — with 2,178 total source records. Per-dataset breakdown: ab_grants: 2,176 · ab_sole_source: 1 · grants_contributions: 1.
The dataset shows The Regional Authority of the Greater North Central Francophone Education Region #2 (government) appears across 2 datasets — ab, cra — with 2,137 total source records. Per-dataset breakdown: ab_grants: 2,124 · cra_qualified_donees: 7 · ab_contracts: 5 · cra_identification: 1.
The dataset shows Roman Catholic Episcopal Corporation for the Diocese of Toronto, in Canada (charity) appears across 2 datasets — cra, fed — with 2,076 total source records. Per-dataset breakdown: cra_qualified_donees: 1,913 · grants_contributions: 162 · cra_identification: 1.
The dataset shows Lakeland Roman Catholic Separate School Division No. 150 (government) appears across 2 datasets — ab, fed — with 2,065 total source records. Per-dataset breakdown: ab_grants: 2,045 · grants_contributions: 16 · ab_sole_source: 4.
The dataset shows Pembina Hills Regional Division No. 7 (government) appears across 2 datasets — ab, cra — with 2,059 total source records. Per-dataset breakdown: ab_grants: 2,037 · ab_contracts: 13 · cra_qualified_donees: 8 · cra_identification: 1.
The dataset shows Grande Yellowhead Public School Division No. 77 (government) appears across 2 datasets — ab, cra — with 2,057 total source records. Per-dataset breakdown: ab_grants: 2,032 · cra_qualified_donees: 19 · ab_contracts: 5 · cra_identification: 1.