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 The Young Men's Christian Association of Edmonton (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — YOUNG MEN'S CHRISTIAN ASSOCIATION OF CANADA; YOUNG MENS' CHRISTIAN ASSOCIATION FOUNDATION OF EDMONTON; it appears in 3 datasets (ab, cra, fed) with 11,251 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 YOUTH ASSISTING YOUTH (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — YOUTH ASSISTING YOUTH INTEGRATION FOUNDATION; YOUTH ASSISTING YOUTH SUMMER CAMP / CAMP ZIONTARIO; it appears in 2 datasets (cra, fed) with 118 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows City of Fredericton (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — CITY OF FREDERICTON, PARKS & TREES DIV; CITY OF FREDERICTON DEPARTMENT OF JUSTICE AND PUBLIC SAFETY; it appears in 2 datasets (cra, fed) with 82 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows The Corporation of the City of Kelowna (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — CITY OF KELOWNA ACTIVE LIVING & CULTURE; CITY OF KELOWNA - RECREATION & CULTURE; it appears in 2 datasets (cra, fed) with 71 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Township of Uxbridge (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — CORPORATION OF THE TOWNSHIP OF UXBRIDGE (THE) - UXBRIDGE HISTORICAL CENTRE; TOWNSHIP OF UXBRIDGE RECREATION; it appears in 2 datasets (cra, fed) with 97 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows St. Amant Foundation Inc (public_foundation) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — St. Amant Inc.; ST.AMANT MIA; it appears in 2 datasets (cra, fed) with 72 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows The Regional Municipality of Waterloo (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — REGIONAL MUNICIPALITY OF WATERLOO, ARCHIVES; Regional Municipality of Waterloo, Wellbeing Waterloo Region; it appears in 2 datasets (cra, fed) with 52 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows West Hillhurst Community Association (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — WEST HILLHURST COMMUNITY ASSOCIATION & CITY OF CALGARY|ASSOCIATION COMMUNAUTAIRE DE WEST HILLHURST ET VILLE DE CALGARY; WEST HILLHURST PLAYGROUND SOCIETY; it appears in 3 datasets (ab, cra, fed) with 64 source records. Glassbox surfaces the network; the funder verifies governance overlap.