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 Town of Millet (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.85) — MILLET AND DISTRICT RECREATIONAL AND AGRICULTURAL SOCIETY AND TOWN OF MILLET|MILLET AND DISTRICT RECREATIONAL AND AGRICULTURAL SOCIETY ET MUNICIPALITÉ DE MILLET; THE TOWN OF MILLET LIBRARY BOARD; it appears in 3 datasets (ab, cra, fed) with 159 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 Town of Pictou (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.73) — TOWN OF PICTOU-PICTOU RAILWAY STATION; TOWN OF PICTOU (PICTOU RECREATION AND PARKS); it appears in 2 datasets (cra, fed) with 50 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows TOWN OF SMOKY LAKE (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.81) — TOWN OF SMOKY LAKE LIBRARY BOARD; Town of Smoky Lake Family and Community Support Services (FCSS); it appears in 3 datasets (cra, fed, ab) with 231 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Town of Strathmore (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — TOWN OF STRATHMORE LIBRARY BOARD; TOWN OF STRATHMORE FCSS OFFICE; it appears in 3 datasets (ab, cra, fed) with 230 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Ukrainian Catholic Episcopal Corporation of Manitoba (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — THE UKRAINIAN CATHOLIC EPISCOPAL CORPORATION OF WESTERN CANADA; UKRAINIAN CATHOLIC EPISCOPAL CORPORATION; it appears in 2 datasets (cra, fed) with 58 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 University of New Brunswick (grant_recipient) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — UNIVERSITY OF NEW BRUNSWICK & ST. THOMAS UNIVERSITY|UNIVERSITY OF NEW BRUNSWICK & ST. THOMAS UNIVERSITY; UNIVERSITY OF NEW BRUNSWICK - THE FIDDLEHEAD; it appears in 3 datasets (ab, cra, fed) with 891 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows University of Prince Edward Island (grant_recipient) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — BROWN, ALYSON (UNIVERSITY OF PRINCE EDWARD ISLAND); HALL, MATTHEW (UNIVERSITY OF PRINCE EDWARD ISLAND); it appears in 3 datasets (ab, cra, fed) with 299 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Whispering Hills Day Care Society (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.75) — WHISPERING HILLS DAY CARE SOCIETY - MULTIPLEX SITE - ATHABASCA; WHISPERING HILLS DAY CARE SOCIETY - ATHABASCA UNIVERSITY SITE - ATHABASCA; it appears in 3 datasets (ab, cra, fed) with 588 source records. Glassbox surfaces the network; the funder verifies governance overlap.