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 ALBERTA PARKLAND DISTRICT OF THE EVANGELICAL FREE CHURCH OF CANADA (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — ALBERTA PARKLAND DISTRICT OF THE EVANGELICAN FREE CHURCH; EVANGELICAL FREE CHURCH OF CANADA - ALBERTA PARKLAND DSITRIC; it appears in 2 datasets (cra, ab) with 85 source records. Glassbox surfaces the network; the funder verifies governance overlap.
Why this may be benign · Federated charities (United Way / Centraide, Jewish federations, national bodies with provincial or local chapters) are legally distinct entities that are related by charter — relatedness is disclosed, not hidden.
Aggregated from the matches below. Severity bands are calibrated per pattern; counts and dollar totals reflect this snapshot only.
The dataset shows Alliance Chrétienne et missionnaire au Québec (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — THE CHRISTIAN AND MISSIONARY ALLIANCE IN CANADA/ L'ALLIANCE CHRETIENNE ET MISSIONNAIRE AU CANADA; L'Alliance Chrétienne et Missionnaire au Québec; it appears in 2 datasets (cra, fed) with 148 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Ausable Bayfield Conservation Foundation (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — Ausable Bayfield Conservation Authority; SPPA/AUSABLE BAYFIELD CONSERVATIO; it appears in 2 datasets (cra, fed) with 52 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Calgary Exhibition and Stampede Limited (company) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — CALGARY STAMPEDE FOUNDATION; OH RANCH CALGARY STAMPEDE CALGARY EXHIBITION AND STAMPEDE LIMITED; it appears in 2 datasets (ab, fed) with 270 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CANADIAN CONFERENCE OF THE MENNONITE BRETHREN CHURCH OF NORTH AMERICA (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — CANADIAN CONFERENCE OF MENNONITE BRETHREN CHURCHES; CANADIAN CONFERENCE OF THE MENNONITE BRETHREN CHURCH OF NORTH AMERICA - MENNONITE BRETHREN HERALD; it appears in 2 datasets (cra, ab) with 206 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 Canadian Jesuits International (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — CANADIAN JESUIT MISSIONS LAKEHEAD; CANADIAN JESUIT MISSIONS (SOJASI); it appears in 2 datasets (cra, fed) with 118 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Centraide des Régions du Centre-Ouest du Québec (public_foundation) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — CENTRAIDE DES RÉGIONS CENTRE-OUEST RÉGION LANAUDIÈRE; CENTRAIDE SUD-OUEST DE QUÉBEC - CENTRE-OUEST DU QUÉBEC; it appears in 2 datasets (cra, fed) with 126 source records. Glassbox surfaces the network; the funder verifies governance overlap.
Why this may be benign · Federated charities (United Way / Centraide, Jewish federations, national bodies with provincial or local chapters) are legally distinct entities that are related by charter — relatedness is disclosed, not hidden.