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 Kidney Foundation of Canada (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — Kidney Foundation of Canada - SK Branch; KIDNEY FOUNDATION OF CANADA NB; it appears in 3 datasets (ab, cra, fed) with 869 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 Haisla Nation Council (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — HAISLA NATION COUNCIL; HAISLA NATION COUNCIL, HAISLA HARBOUR AUTHORITY; it appears in 2 datasets (cra, fed) with 180 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows LESSER SLAVE LAKE INDIAN REGIONAL COUNCIL (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — LESSER SLAVE LAKE INDIAN REGIONAL COUNCIL (LAKESHORE REGIONAL POLICE SERVICE); AYACHENEW SAKIYIKUN (LESSER SLAVE LAKE) ABORIGINAL COUNCIL; it appears in 2 datasets (fed, ab) with 387 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Little Red River Cree Nation (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — LITTLE RED RIVER CREE NATION HEALTH SERV; LITTLE RED RIVER CREE NATION FNDF; it appears in 2 datasets (ab, fed) with 5,819 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Louis Bull Tribe (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — Louis Bull Tribe FNDF Corp; LOUIS BULL TRIBAL ADMINISTRATION; it appears in 2 datasets (ab, fed) with 508 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Mennonite Central Committee Manitoba Inc (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — MENNONITE CENTRAL COMMITTEE BC; Mennonite Central Committee Manitoba; it appears in 2 datasets (cra, fed) with 169 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 Mohawk Council of Kahnawà:ke (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — Kahnawà:ke Education Centre; Kahnawà:ke S Economic Development Commission and Collective; it appears in 2 datasets (cra, fed) with 113 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Na'amat Canada Inc (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — NA'AMAT CANADA EDMONTON; NA'AMAT; it appears in 2 datasets (ab, cra) with 168 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Native Counselling Services of Alberta (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — NATIVE COUNSELLING SERVICES OF ALBERTA (CRIMINAL); NATIVE COUNSELLING SERVICES OF ALBERTA (FAMILY); it appears in 3 datasets (ab, cra, fed) with 365 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Nipissing First Nation (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.80) — NIPISSING FIRST NATION PUBLIC LIBRARY; UNION OF ONTARIO INDIANS NIPISSING FIRST NATION; it appears in 2 datasets (cra, fed) with 267 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Simpcw First Nation (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — SIMPCW RESOURCES GROUP; SIMPCW RESOURCES LLP; it appears in 2 datasets (cra, fed) with 191 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows PARKDALE AFTER SCHOOL CARE SOCIETY (EDMONTON) (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — PARKDALE OUT OF SCHOOL CARE-ERINWOODS; P.O.O.S.C.A. (PARKDALE OUT OF SCHOOL CARE ASSOCIATION 1991); it appears in 3 datasets (cra, fed, ab) with 190 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Sources Community Resources Society (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.81) — Sources Community Resources Foundation; SOURCES COMMUNITY RESOURCE CENTRE (NEWTON); it appears in 2 datasets (cra, fed) with 54 source records. Glassbox surfaces the network; the funder verifies governance overlap.