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 DOCTORS WITHOUT BORDERS CANADA / MEDECINS SANS FRONTIERESCA NADA (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — Doctors Without Borders / Médecins Sans Frontières Canada; Doctors Without Borders (MSF) Canada; it appears in 2 datasets (cra, fed) with 1,713 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 United Nations High Commissioner for Refugees (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — OFFICE OF THE UNITED NATIONS HIGH COMMISSIONER FOR REFUGEES [MEXICO] / L'AGENCE DES NATIONS UNIES POUR LES RÉFUGIÉS [MEXIQUE]; United Nations High Commissioner for Refugees Canada; it appears in 2 datasets (cra, fed) with 204 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Sunchild First Nation (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — SUNCHILD FIRST NATION EDUCATION; SUNCHILD FIRST NATION FNDF; it appears in 2 datasets (ab, fed) with 623 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Catholic Church of the Resurrection (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — PRESERVATION COMMITTEE -HISTORIC CHURCH OF THE RESURRECTION; RESURRECTION CHURCH FOOD BANK; it appears in 2 datasets (ab, cra) 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 Accessible Community Counselling and Employment Services (A.C.C.E.S.) (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — Accessible Community Counselling and Employment Services for New Canadians; ACCESSIBLE COMMUNITY COUNSELLING & EMPLOYMENT SERVICES (PEEL); it appears in 2 datasets (cra, fed) with 197 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows NEIGHBOURHOOD LINK HOMES (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — NEIGHBOURHOOD LINK FOUNTAIN; Neighbourhood Link Support Services; it appears in 2 datasets (cra, fed) with 101 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Elizabeth Métis Settlement (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — ELIZABETH METIS SETTLEMENT LIBRARY BOARD; ELIZABETH METIS SETTLEMENT ASSOCIATION; it appears in 3 datasets (ab, cra, fed) with 224 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows SOS Children's Villages Canada / SOS Villages d'enfants Canada (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — SOS CHILDREN'S VILLAGES; SOS CHILDRENS' VILLAGES - REACHING FOR THE STARS; it appears in 2 datasets (cra, fed) with 131 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AWO TAAN HEALING LODGE SOCIETY (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — Awo Taan Native Women's Shelter Society; BLAIN LAW ON BEHALF OF AWO TAAN HEALING LODGE SOCIETY; it appears in 3 datasets (cra, fed, ab) with 227 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Peace Wapiti School Division No. 76 (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — PEACE WAPITI ACADEMY; PEACE WAPITI SCHOOL BOARD NO. 33 EDUCATION FOUNDATION; it appears in 3 datasets (ab, cra, fed) with 2,171 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 Kids Eat Smart Foundation Newfoundland and Labrador Inc (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — KIDS EAT SMART FOUNDATION NEWFOUNDLAND AND LABRADOR; KIDS EAT SMART FOUNDATION NL (COMMUNITY HEROES 50/50 DRAW); it appears in 2 datasets (cra, fed) with 80 source records. Glassbox surfaces the network; the funder verifies governance overlap.