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 Petites-Mains (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — FONDATION PETITES-MAINS; ENTREPRISE D'INSERTION PETITES-MAINS; it appears in 2 datasets (cra, fed) with 71 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 Southwestern Ontario Youth for Christ (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — SOUTHWESTERN ONTARIO - YOUTH FOR CHRIST/YOUTH UNLIMITED; SOUTHWESTERN YOUTH FOR CHRIST - UPPER DECK; it appears in 2 datasets (cra, fed) with 481 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows BOSTON PIZZA FOUNDATION (public_foundation) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — BOSTON PIZZA; BOSTON PIZZA HERITAGE; it appears in 2 datasets (cra, ab) with 87 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ASSOCIATION OF ISLAMIC CHARITABLE PROJECTS (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — ASSOCIATION OF ISLAMIC CHARITABLE PROJECTS (CALGARY); ASSOCIATION OF ISLAMIC CHARITABLE PROJECTS - ONT-; it appears in 2 datasets (cra, fed) with 80 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Riel Institute for Education and Learning (grant_recipient) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — LOUIS RIEL INSTITUTE; RIEL POLICY INSTITUTE; it appears in 2 datasets (ab, fed) with 83 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Stella's Circle Community Services Inc (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.80) — Stella's Circle Foundation Inc; STELLA CIRCLE-EMPOWERING YOUR COMMUNITY; it appears in 2 datasets (cra, fed) with 129 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows NEW HORIZONS CHARTER SCHOOL SOCIETY (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.70) — FUNDRAISING ASSOCIATION OF NEW HORIZONS SCHOOL; NEW HORIZONS SCHOOL CALGARY; it appears in 2 datasets (cra, ab) with 1,480 source records. Glassbox surfaces the network; the funder verifies governance overlap.