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 The Elizabeth Fry Society of Saint John, N.B. Inc. (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.90) — The Canadian Association of Elizabeth Fry Societies; ELIZABETH FRY SOCIETY OF CAPE BRETON (EFSCB); it appears in 2 datasets (cra, fed) with 52 source records. Glassbox surfaces the network; the funder verifies governance overlap.
Aggregated from the matches below. Severity bands are calibrated per pattern; counts and dollar totals reflect this snapshot only.
The dataset shows Chalmers Community Services Centre of the United Church of Canada (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.92) — CHALMERS UNITED CHURCH; DOMINION-CHALMERS UNITED CHURCH; it appears in 2 datasets (cra, fed) with 122 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.
The dataset shows Okanagan Boys and Girls Clubs (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.89) — Boys and Girls Clubs of Canada; OKANAGAN BOYS AND GIRLS CLUB; it appears in 2 datasets (cra, fed) with 205 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Cummings Jewish Centre for Seniors Foundation (public_foundation) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.92) — Centre Juif Cummings pour Ainés/ Cummings Jewish Centre For Seniors; Cummings Jewish Centre for Seniors; it appears in 2 datasets (cra, fed) with 229 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows L'Arche Toronto Homes Inc (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.89) — L'Arche Toronto Foundation; L'ARCHE TORONTO; it appears in 2 datasets (cra, fed) with 61 source records. Glassbox surfaces the network; the funder verifies governance overlap.