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 GOVERNMENT OF ALBERTA - ALBERTA ALPINE (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.80) — GOVERNMENT OF ALBERTA; GOVERNMENT OF ALBERTA - SPORT; it appears in 2 datasets (cra, fed) with 185 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 La Fondation du refuge pour femmes Chez Doris Inc. Chez Doris, Women's Shelter Foundation Inc. (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — Fondation Chez Doris; LA FONDATION DU REFUGE POUR FEMMES CHEZ DORIS; it appears in 2 datasets (cra, fed) with 244 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Metis Nation - Saskatchewan (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — METIS NATION-SASKATCHEWAN ERIIA; Métis Nation - Saskatchewan; it appears in 2 datasets (cra, fed) with 67 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows THE BRENDA STRAFFORD FOUNDATION LTD. (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — The Brenda Strafford Society for the Prevention of Domestic Violence; THE BRENDA STRAFFORD FOUNDATION: HEART HOME; it appears in 3 datasets (cra, fed, ab) with 80 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Rural Municipalities of Alberta (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — ALBERTA MUNICIPALITIES; CANOE PROCUREMENT GROUP OF CANADA RURAL MUNICIPALITIES OF ALBERTA; it appears in 2 datasets (ab, fed) with 50 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Aldergrove Community League Child Care (grant_recipient) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — ALDERGROVE COMMUNITY LEAGUE; ALDERGROVE COMMUNITY LEAGUE AND THE CITY OF EDMONTON|ALDERGROVE COMMUNITY LEAGUE ET VILLE D'EDMONTON; it appears in 2 datasets (ab, fed) with 193 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Federation CJA (public_foundation) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — FEDERATION CJA EMERGENCY FUND; FEDERATION CJA MONTREAL; it appears in 2 datasets (cra, fed) with 121 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 PROGRESSIVE ACADEMY EDUCATION SOCIETY (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — MOUNT PLEASANT DAYCARE PROGRESSIVE ACADEMY EDUCATION SOCIETY; PROGRESSIVE ACADEMY DAY CARE; it appears in 3 datasets (cra, fed, ab) with 775 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows BETH SHOLOM SYNAGOGUE (charitable_org) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — BETH SHOLOM FOUNDATION; OUT OF THE COLD BETH SHOLOM/BETH TZEDEC; it appears in 2 datasets (cra, fed) with 197 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Big Brothers Big Sisters of Halton and Hamilton (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — Big Brothers Big Sisters Halton and Hamilton; BIG BROTHERS BIG SISTERS OF HAMILTON HALTON; it appears in 2 datasets (cra, fed) with 100 source records. Glassbox surfaces the network; the funder verifies governance overlap.