Running pattern detector against the corpus
The dataset shows entities the upstream entity-resolution pipeline adjudicated as RELATED to other funded entities — distinct legal registrations that share a name, structure, or governance lineage — where related-party relationships are more likely to materialise.
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_merge_candidates.llm_verdict = 'RELATED' (Splink candidate → LLM adjudication) edges joined to general.entity_golden_records on both sides · ≥ 2 distinct RELATED counterparties · confidence ≥ 0.7 · signal = related-counterparty count · severity weights cross-dataset presence and source-record volume
The dataset shows CANADIAN ASSOCIATION OF LUTHERAN CONGREGATIONS (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — CANADIAN ASSOCIATION OF LUTHERAN CONGREGATIONS/L'ASSOCIATIONCANADIENNE DES CONGRÉGATIONS LUTHÉRIENNES; Lutheran Congregations in Mission for Christ; it appears in 2 datasets (cra, ab) with 78 source records. Glassbox surfaces the network; the funder verifies governance overlap.
Why this may be benign · Denominational hierarchies (dioceses, synods, conferences, councils, presbyteries) routinely move funds between the parent body and congregations; structural relatedness here is expected.
Aggregated from the matches below. Severity bands are calibrated per pattern; counts and dollar totals reflect this snapshot only.
The dataset shows Tla'amin Nation (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — TLA'AMIN HEALTH; TLA'AMIN RECREATION; it appears in 2 datasets (cra, fed) with 186 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Wellspring Cancer Support Foundation (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.80) — Wellspring Niagara Cancer Support Foundation; WELLSPRING CANCER FOUNDATION; it appears in 2 datasets (cra, fed) with 447 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Shaw Cablesystems GP (company) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.67) — SHAW CABLESYSTEMS ROGERS COMMUNICATIONS CANADA INC.; SHAW CABLESYSTEMS; it appears in 2 datasets (ab, fed) with 97 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY STAMPEDE FOUNDATION (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — Calgary Exhibition and Stampede Limited; OH RANCH CALGARY STAMPEDE CALGARY EXHIBITION AND STAMPEDE LIMITED; it appears in 3 datasets (cra, fed, ab) with 96 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows The Alberta Hunter Education Instructors Association (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — THE ALBERTA HUNTER EDUCATION INSTRUCTORS ASSOC (ALFORD LK CONSERVATION EDUC CENT FOR EXC); The Alberta Hunter Education Instructors Association (Calgary Conservation Education Centre for Excellence); it appears in 3 datasets (ab, cra, fed) with 82 source records. Glassbox surfaces the network; the funder verifies governance overlap.