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 LA SOCIETE ALZHEIMER DE L'ESTRIE (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.89) — Alzheimer Society of Canada; SOCIÉTÉ ALZHEIMER DE L'ESTRIE; 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 JOSEPH BRANT HOSPITAL (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.89) — Joseph Brant Hospital Foundation; JOSEPH BRANT HOSPITAL IN MEMORY OF TERESA LONGO; it appears in 2 datasets (cra, fed) with 205 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Canada's National Ballet School / L'École nationale de ballet du Canada (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.90) — Canada's National Ballet School Foundation; THE NATIONAL BALLET OF CANADA, ENDOWMENT FOUNDATION; it appears in 2 datasets (cra, fed) with 90 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows THE ONTARIO CONFERENCE OF MENNONITE BRETHREN CHURCHES (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.94) — BC CONFERENCE OF MENNONITE BRETHREN CHURCHES; CANADIAN CONFERENCE OF MENNONITE BRETHREN CHURCHES; it appears in 2 datasets (cra, fed) with 52 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 The Governors of the University of Calgary (grant_recipient) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.85) — The Governors of the University of Calgary – Faculty of Medicine; THE GOVERNORS OF THE UNIVERSITY OF CALGARY - THE WERKLUND SCHOOL OF EDUCATION - INTEGRATED SERVICES IN EDUCATION ISE; it appears in 3 datasets (ab, cra, fed) with 1,104 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows TOWN OF IRRICANA (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.89) — THE TOWN OF IRRICANA LIBRARY BOARD; TOWN OF IRRICANA AND ALBERTA TRAILNET SOCIETY|MUNICIPALITÉ D'IRRICANA ET ALBERTA TRAILNET SOCIETY; it appears in 2 datasets (fed, ab) with 106 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows TOWN OF REDCLIFF (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.89) — Town of Redcliff Library Board; TOWN OF REDCLIFF AND PRAIRIE ROSE SCHOOL DIVISION NO. 8|MUNICIPALITÉ DE REDCLIFF ET PRAIRIE ROSE SCHOOL DIVISION NO. 8; it appears in 2 datasets (fed, ab) with 180 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows TOWN OF REDWATER (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.89) — TOWN OF REDWATER LIBRARY BOARD; TOWN OF REDWATER FCSS; it appears in 2 datasets (fed, ab) with 143 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows TOWN OF WEMBLEY (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.85) — Town of Wembley Municipal Library Board; WEMBLEY PARKS & RECREATION SOCIETY & TOWN OF WEMBLEY|WEMBLEY PARKS & RECREATION SOCIETY ET MUNICIPALITÉ DE WEMBLEY; it appears in 2 datasets (fed, ab) with 149 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows United Way Centraide North East Ontario / Nord-Est de l'Ontario (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.89) — United Way of Canada - Centraide Canada; UNITED WAY OF SUDBURY & DISTRICT/CENTRAIDE SUDBURY ET DIST.; it appears in 2 datasets (cra, fed) with 94 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.
The dataset shows UNIVERSITÉ DU QUÉBEC À MONTRÉAL (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.89) — Fondation de l'Université du Québec à Montréal; UNIVERSITÉ DU QUÉBEC À MONTRÉAL, GALERIE DE L'UQAM; it appears in 2 datasets (cra, fed) with 56 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows LEARNING DISABILITIES SOCIETY OF GREATER VANCOUVER (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.94) — LEARNING DISABILITIES ASSOCIATION OF CANADA (LDAC) ASSOCIATION CANADIENNE DES TROUBLES D'APPRENTISSAGE (ACTA); LEARNING DISABILITIES ASSOCIATION OF B.C. FRASER SOUTH CHAPTER; it appears in 2 datasets (cra, fed) with 50 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows VILLAGE OF LONGVIEW (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.85) — Longview Municipal Library Board; VILLAGE OF LONGVIEW RATEPAYERS ASSOCIATION; it appears in 2 datasets (fed, ab) with 129 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows WORLD MISSION PRAYER LEAGUE/CANADA (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.87) — WORLD MISSION PRAYER LEAGUE - USA; WORLD MISSION PRAYER LEAGUE; it appears in 2 datasets (cra, ab) with 66 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows EDMONTON YOUTH UNLIMITED (YFC) SOCIETY (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.89) — YOUTH UNLIMITED (TORONTO YFC); YOUTH UNLIMITED YFC CALGARY; it appears in 2 datasets (cra, ab) with 57 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows THE EVANGELICAL COVENANT CHURCH OF CANADA (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.94) — THE EVANGELICAL COVENANT CHURCH OF CALGARY; EVANGELICAL COVENANT CHURCH; it appears in 3 datasets (cra, fed, ab) with 53 source records. Glassbox surfaces the network; the funder verifies governance overlap.