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 Fanshawe College of Applied Arts and Technology (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — FANSHAWE COLLEGE FOUNDATION; FANSHAWE COLLEGE BURSARY RETURN; it appears in 2 datasets (cra, fed) with 72 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 Five Oaks Christian Workers Centre (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — Five Oaks Shared Ministry; Five Oaks Centre - Indigenous Programming; it appears in 2 datasets (cra, fed) with 99 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows NORTHERN LIGHTS REGIONAL HEALTH FOUNDATION (public_foundation) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — NORTHERN LIGHTS REGIONAL HEALTH CENTRE VOLUNTEER ASSOCIATION; NORTHERN LIGHTS REGIONAL HEALTH AUTHORITY; it appears in 3 datasets (cra, fed, ab) with 62 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows FOURSQUARE GOSPEL CHURCH OF CANADA (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — KINGSTON PENINSULA FOURSQUARE GOSPEL CHURCH INC; COURTS OF PRAISE FOURSQUARE CHURCH; it appears in 3 datasets (cra, fed, ab) with 387 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows HOLY TRINITY ARMENIAN CHURCH (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.81) — 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 56 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Inter-Varsity Christian Fellowship of Canada (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — Inter-Varsity Christian Fellowship of Canada; INTER-VARSITY CHRISTIAN FELLOWSHIP OF CANADA (SFU CAMPUS...; it appears in 3 datasets (ab, cra, fed) with 308 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Jewish Russian Community Centre of Ontario (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.80) — JEWISH RUSSIAN SPEAKING COMMUNITY OF TORONTO - EXODUS MAGAZINE (ENGLISH); JEWISH RUSSIAN SPEAKING COMMUNITY OF TORONTO - EXODUS MAGAZINE (RUSSIAN); it appears in 2 datasets (cra, fed) with 246 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows The Calgary John Howard Society (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — JOHN HOWARD SOCIETY CANADA; THE JOHN HOWARD SOCIETY OF CALGARY|THE JOHN HOWARD SOCIETY OF CALGARY; it appears in 3 datasets (ab, cra, fed) with 206 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows KERRY'S PLACE AUTISM SERVICES (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — KERRY'S PLACE RESIDENTIAL SERVICES; KERRY'S PLACE INCORPORATED|KERRY'S PLACE INCORPORATED; it appears in 2 datasets (cra, fed) with 112 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Chippewas of Kettle and Stony Point First Nation (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — Chippewas of Kettle and Stony Point First Nation (in Trust to Southwind Corporate Development Inc.); CHIPPEWAS OF KETTLE & STONY POINT (GGBF GRANT); it appears in 2 datasets (cra, fed) with 233 source records. Glassbox surfaces the network; the funder verifies governance overlap.