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 The Governing Council of the Salvation Army in Canada / Conseil de direction de l'Armée du Salut du Canada (charity) appears across 3 datasets — ab, cra, fed — with 14,082 total source records. Per-dataset breakdown: cra_qualified_donees: 13,026 · grants_contributions: 993 · ab_grants: 37 · ab_sole_source: 23.
The dataset shows The Young Men's Christian Association of Edmonton (charity) appears across 3 datasets — ab, cra, fed — with 11,251 total source records. Per-dataset breakdown: ab_grants: 11,122 · grants_contributions: 93 · cra_qualified_donees: 25 · ab_sole_source: 8.
The dataset shows Alberta Health Services (government) appears across 3 datasets — ab, cra, fed — with 6,687 total source records. Per-dataset breakdown: ab_grants: 6,290 · cra_qualified_donees: 191 · ab_sole_source: 142 · ab_contracts: 59.
The dataset shows The Canadian Red Cross Society (charity) appears across 3 datasets — ab, cra, fed — with 5,131 total source records. Per-dataset breakdown: cra_qualified_donees: 4,464 · grants_contributions: 619 · ab_grants: 42 · ab_contracts: 2.
The dataset shows Red Deer Child Care Society (charity) appears across 3 datasets — ab, cra, fed — with 4,739 total source records. Per-dataset breakdown: ab_grants: 4,697 · cra_qualified_donees: 24 · ab_sole_source: 14 · grants_contributions: 2.
The dataset shows The Salvation Army (charity) appears across 3 datasets — ab, cra, fed — with 4,526 total source records. Per-dataset breakdown: cra_qualified_donees: 4,356 · ab_grants: 168 · ab_sole_source: 1 · grants_contributions: 1.
The dataset shows Sigis Child Care Society (charity) appears across 3 datasets — ab, cra, fed — with 3,449 total source records. Per-dataset breakdown: ab_grants: 3,421 · cra_qualified_donees: 15 · grants_contributions: 10 · ab_contracts: 1.
The dataset shows Calgary Roman Catholic Separate School District No. 1 (government) appears across 3 datasets — ab, cra, fed — with 2,826 total source records. Per-dataset breakdown: ab_grants: 2,663 · cra_qualified_donees: 152 · ab_contracts: 6 · grants_contributions: 4.
The dataset shows Northern Lights School Division No. 69 (government) appears across 3 datasets — ab, cra, fed — with 2,754 total source records. Per-dataset breakdown: ab_grants: 2,689 · grants_contributions: 28 · cra_qualified_donees: 25 · ab_sole_source: 7.
The dataset shows The Governors of the University of Alberta (government) appears across 3 datasets — ab, cra, fed — with 2,683 total source records. Per-dataset breakdown: grants_contributions: 1,991 · ab_grants: 424 · cra_qualified_donees: 228 · ab_sole_source: 39.
The dataset shows The University of British Columbia (charity) appears across 3 datasets — ab, cra, fed — with 2,429 total source records. Per-dataset breakdown: grants_contributions: 1,982 · cra_qualified_donees: 409 · ab_grants: 19 · ab_contracts: 11.
The dataset shows Battle River Regional Division No. 31 (government) appears across 3 datasets — ab, cra, fed — with 2,337 total source records. Per-dataset breakdown: ab_grants: 2,286 · cra_qualified_donees: 21 · ab_contracts: 13 · grants_contributions: 12.
The dataset shows Peace River School Division No. 10 (government) appears across 3 datasets — ab, cra, fed — with 2,336 total source records. Per-dataset breakdown: ab_grants: 2,298 · grants_contributions: 15 · cra_qualified_donees: 11 · ab_contracts: 10.
The dataset shows Rocky View School Division No. 41 (government) appears across 3 datasets — ab, cra, fed — with 2,315 total source records. Per-dataset breakdown: ab_grants: 2,248 · cra_qualified_donees: 50 · grants_contributions: 10 · ab_contracts: 6.
The dataset shows Livingstone Range School Division No. 68 (government) appears across 3 datasets — ab, cra, fed — with 2,305 total source records. Per-dataset breakdown: ab_grants: 2,265 · grants_contributions: 21 · cra_qualified_donees: 16 · ab_contracts: 2.
The dataset shows University of Waterloo (charity) appears across 3 datasets — ab, cra, fed — with 2,295 total source records. Per-dataset breakdown: grants_contributions: 1,670 · cra_qualified_donees: 606 · ab_grants: 17 · ab_contracts: 1.
The dataset shows Christ the Redeemer Catholic Separate School Division (government) appears across 3 datasets — ab, cra, fed — with 2,279 total source records. Per-dataset breakdown: ab_grants: 2,231 · cra_qualified_donees: 40 · ab_contracts: 5 · ab_sole_source: 1.
The dataset shows The Greater St. Albert Roman Catholic Separate School Division (government) appears across 3 datasets — ab, cra, fed — with 2,212 total source records. Per-dataset breakdown: ab_grants: 2,176 · cra_qualified_donees: 23 · ab_contracts: 6 · grants_contributions: 6.
The dataset shows St. Thomas Aquinas Roman Catholic Separate Regional Division No. 38 (government) appears across 3 datasets — ab, cra, fed — with 2,206 total source records. Per-dataset breakdown: ab_grants: 2,186 · cra_qualified_donees: 8 · grants_contributions: 7 · ab_contracts: 3.
The dataset shows Parkland School Division No. 70 (government) appears across 3 datasets — ab, cra, fed — with 2,187 total source records. Per-dataset breakdown: ab_grants: 2,119 · cra_qualified_donees: 30 · grants_contributions: 30 · ab_contracts: 7.
The dataset shows Elk Island Catholic Separate Regional Division No. 41 (government) appears across 3 datasets — ab, cra, fed — with 2,185 total source records. Per-dataset breakdown: ab_grants: 2,145 · cra_qualified_donees: 24 · ab_contracts: 10 · grants_contributions: 5.
The dataset shows Peace Wapiti School Division No. 76 (government) appears across 3 datasets — ab, cra, fed — with 2,171 total source records. Per-dataset breakdown: ab_grants: 2,137 · cra_qualified_donees: 16 · grants_contributions: 13 · ab_contracts: 2.
The dataset shows Chinook's Edge School Division No. 73 (government) appears across 3 datasets — ab, cra, fed — with 2,166 total source records. Per-dataset breakdown: ab_grants: 2,067 · cra_qualified_donees: 61 · grants_contributions: 16 · ab_contracts: 11.
The dataset shows Red Deer Catholic Regional Division No. 39 (government) appears across 3 datasets — ab, cra, fed — with 2,130 total source records. Per-dataset breakdown: ab_grants: 2,084 · grants_contributions: 17 · cra_qualified_donees: 14 · ab_contracts: 7.
The dataset shows Golden Hills School Division No. 75 (government) appears across 3 datasets — ab, cra, fed — with 2,118 total source records. Per-dataset breakdown: ab_grants: 2,036 · cra_qualified_donees: 50 · ab_contracts: 21 · ab_sole_source: 6.
The dataset shows Wild Rose School Division No. 66 (government) appears across 3 datasets — ab, cra, fed — with 2,109 total source records. Per-dataset breakdown: ab_grants: 2,045 · cra_qualified_donees: 29 · grants_contributions: 19 · ab_sole_source: 14.
The dataset shows Northland School Division No. 61 (government) appears across 3 datasets — ab, cra, fed — with 2,105 total source records. Per-dataset breakdown: ab_grants: 2,051 · grants_contributions: 33 · cra_qualified_donees: 13 · ab_contracts: 7.
The dataset shows Westwind School Division No. 74 (government) appears across 3 datasets — ab, cra, fed — with 2,101 total source records. Per-dataset breakdown: ab_grants: 2,081 · cra_qualified_donees: 10 · grants_contributions: 8 · ab_contracts: 1.
The dataset shows Wolf Creek School Division No. 72 (government) appears across 3 datasets — ab, cra, fed — with 2,088 total source records. Per-dataset breakdown: ab_grants: 2,024 · cra_qualified_donees: 40 · ab_sole_source: 9 · ab_contracts: 7.
The dataset shows Aspen View Public School Division No. 78 (government) appears across 3 datasets — ab, cra, fed — with 2,084 total source records. Per-dataset breakdown: ab_grants: 2,038 · grants_contributions: 26 · ab_contracts: 11 · cra_qualified_donees: 5.
The dataset shows Living Waters Catholic Regional Division No. 42 (government) appears across 3 datasets — ab, cra, fed — with 2,074 total source records. Per-dataset breakdown: ab_grants: 2,057 · cra_qualified_donees: 8 · grants_contributions: 8 · cra_identification: 1.
The dataset shows Canadian Rockies Regional Division No. 12 (government) appears across 3 datasets — ab, cra, fed — with 2,070 total source records. Per-dataset breakdown: ab_grants: 2,033 · cra_qualified_donees: 24 · grants_contributions: 8 · ab_contracts: 4.