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 Old Brewery Mission (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — Old Brewery Mission Foundation / Fondation Mission Old Brewery; FONDATION MISSION OLD BREWERY PAVILLON MACKENZIE (POUR LES; it appears in 2 datasets (cra, fed) with 87 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 St Demetrius (Ukrainian Catholic) Development Corporation (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — ST DEMETRIUS CHURCH; ST. DEMETRIUS (UKRAINIAN CATHOLIC) DEVELOPMENT CORPORATION; it appears in 2 datasets (cra, fed) with 103 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 Town of Crossfield (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — THE TOWN OF CROSSFIELD LIBRARY BOARD; TOWN OF CROSSFIELD & CROSSFIELD MUNICIPAL LIBRARY|MUNICIPALITÉ DE CROSSFIELD ET BIBLIOTHÈQUE MUNICIPALE DE CROSSFIELD; it appears in 2 datasets (ab, fed) with 159 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Centre Juif Cummings pour Ainés/ Cummings Jewish Centre For Seniors (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — Cummings Jewish Centre for Seniors Foundation; Cummings Jewish Centre for Seniors; it appears in 2 datasets (cra, fed) with 50 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Dystonia Medical Research Foundation (Canada) (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — THE DYSTONIA MEDICAL RESEARCH FOUNDATION OF ALBERTA; THE DYSTONIA MEDICAL RESEARCH FOUNDATION; it appears in 2 datasets (cra, fed) with 94 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows THE ROMAN CATHOLIC EPISCOPAL CORPORATION OF KEEWATIN (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — Roman Catholic Episcopal Corporation of Keewatin-The Pas; ROMAN CATHOLIC EPISCOPAL CORPORATION ST. JANE FRANCES ROMAN CATHOLIC CHURCH; it appears in 2 datasets (cra, fed) with 260 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 VILLAGE OF PARADISE VALLEY (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — Paradise Valley Three Cities Municipal Library Association; VILLAGE OF PARADISE VALLEY (PARADISE VALLEY FIRE DEPARTMENT); it appears in 2 datasets (cra, ab) with 113 source records. Glassbox surfaces the network; the funder verifies governance overlap.