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 St. Matthew Evangelical Lutheran Church of Stony Plain, Alberta (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — ST. MATTHEW BUILDING SOCIETY OF STONY PLAIN; STONY PLAIN EVANGELICAL LUTHERAN WOMEN FELLOWSHIP; it appears in 2 datasets (cra, ab) with 679 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.
Aggregated from the matches below. Severity bands are calibrated per pattern; counts and dollar totals reflect this snapshot only.
The dataset shows Alliance of Manufacturers & Exporters Canada (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — ALLIANCE OF MANUFACTURERS & EXPORT NEWFOUNDLAND DIVISION; CANADIAN MANUFACTURERS & EXPORTERS - NL DIVISION|CANADIAN MANUFACTURERS & EXPORTERS - NL DIVISION; it appears in 2 datasets (ab, fed) with 191 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows The Governors of St. Francis Xavier University (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — GOVERNORS OF ST. FRANCIS XAVIER UNIVERSITY - BRIAN MULRONEY INSTITUTE OF GOVERNMENT; GOVERNORS OF ST FRANCIS XAVIER UNIVERSITY - STFX ART GALLERY (EST. 1976); it appears in 2 datasets (cra, fed) with 452 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Halton Catholic District School Board (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.80) — HALTON LEARNING FOUNDATION (HALTON DISTRICT SCHOOL BOARD) HO; HALTON DISTRICT SCHOOL BOARD-THE CENTRE FOR SKILL DEVELOPMENT AND TRAINING; it appears in 2 datasets (cra, fed) with 105 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 The Incorporated Synod Of The Diocese Of Ottawa (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — BELONG OTTAWA - INCORPORATED SYNOD OF THE DIOCESE OTTAWA; Incorporated Synod, Diocese of Ottawa; it appears in 2 datasets (cra, fed) with 835 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 Community Living London (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — Community Living London - Program 1; COMMUNITY LIVING LONDON - PROGRAM 2; it appears in 2 datasets (cra, fed) with 99 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows THE UKRAINIAN CATHOLIC EPISCOPAL CORPORATION OF WESTERN CANADA (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — Ukrainian Catholic Episcopal Corporation of Manitoba; UKRAINIAN CATHOLIC EPISCOPAL CORPORATION; it appears in 3 datasets (cra, fed, ab) with 78 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 Cross-Cultural Community Services Association (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.78) — THE CROSS-CULTURAL COMMUNITY SERVICES ASSOCIATION- MARKHAM; THE CROSS-CULTURAL COMMUNITY SERVICES ASSOCIATION-PEEL; it appears in 2 datasets (cra, fed) with 130 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows TOWN OF CORONATION (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — TOWN OF CORONATION LIBRARY BOARD; TOWN OF CORONATION HOUSING AUTHORIT; it appears in 3 datasets (cra, fed, ab) with 156 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Town of Manning (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — TOWN OF MANNING LIBRARY BOARD; Town of Manning Beautification Committee; it appears in 3 datasets (ab, cra, fed) with 166 source records. Glassbox surfaces the network; the funder verifies governance overlap.