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 Kitchener-Waterloo Symphony Orchestra Association Inc. (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.87) — KITCHENER WATERLOO SYMPHONY ORCHESTRA ASSOCIATION VOLUNTEER COMMITTEE; KITCHENER-WATERLOO SYMPHONY FOUNDATION (THE); it appears in 2 datasets (cra, fed) with 66 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 VILLAGE OF BEISEKER (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.94) — THE FRIENDS OF THE VILLAGE OF BEISEKER MUNICIPAL LIBRARY BOARD SOCIETY; VILLAGE OF BEISEKER LIBRARY BOARD; it appears in 2 datasets (fed, ab) with 144 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ROYAL VICTORIA REGIONAL HEALTH CENTRE FOUNDATION (public_foundation) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.92) — ROYAL VICTORIA REGIONAL HEALTH CENTRE; ROYAL VICTORIA REGIONAL HEALTH CENTRE; it appears in 2 datasets (cra, fed) with 174 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows HANOVER AND DISTRICT HOSPITAL FOUNDATION (public_foundation) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.90) — HANOVER & DISTRICT HOSPITAL; HANOVER DISTRICT HOSPITAL; it appears in 2 datasets (cra, fed) with 88 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 Easter Seals Canada Timbres de Pâques Canada (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.95) — Easter Seals Alberta Society; Easter Seals, Newfoundland And Labrador Inc.; it appears in 2 datasets (cra, fed) with 190 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows SAINT MARY ARMENIAN APOSTOLIC CHURCH OF TORONTO (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.87) — Armenian Holy Apostolic Church Canadian Diocese / Diocèse Canadien de la Sainte Église Apostolique Arménienne; ARMENIAN APOSTOLIC CHURCH CANADA; it appears in 2 datasets (cra, fed) with 71 source records. Glassbox surfaces the network; the funder verifies governance overlap.