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 ALBERTA PROFESSIONAL PHOTOGRAPHERS ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — THE CALGARY PROFESSIONAL PHOTOGRAPHERS ASSOCIATION; PROFESSIONAL PHOTOGRAPHERS OF CANADA - ALBERTA LTD.; it appears in 1 dataset (ab) with 1 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 ALBERTA PROFESSIONAL PLANNERS INSTITUTE (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — CANADIAN INSTITUTE OF PLANNERS; ALBERTA ASSOCIATION,CANADIAN INSTITUTE OF PLANNERS; it appears in 1 dataset (ab) with 11 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA PSYCHIATRIC NURSES' ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.84) — REGISTERED PSYCHIATRIC NURSES OF CANADA; THE REGISTERED PSYCHIATRIC NURSES' FOUNDATION INC.; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA QUARTER HORSE RACING ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.69) — QUARTER HORSE RACING - BREEDERS STAKES ASSOCIATION OF ALBERTA; ALBERTA QUARTER HORSE RACING (1984) ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA REGISTERED MUSIC TEACHERS' ASSOCIATION (1982) (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — ENDOWMENT SOCIETY OF THE CALGARY REGISTERED MUSIC TEACHERS; OLDS AND DISTRICT MUSIC TEACHERS ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA REMEDIAL HERBALISTS ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.62) — ALBERTA COLLEGE OF REMEDIAL HERBALISTS ASSOCIATION; ALBERTA HERBALISTS ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA RESIDENTIAL RENTAL ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — Calgary Residential Rental Association; ALBERTA RESIDENTIAL LANDLORD ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA RHYTHMIC SPORTIVE GYMNASTICS FEDERATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.86) — CALGARY RHYTHMIC SPORTIVE GYMNASTICS ASSOCIATION; EDMONTON RHYTHMIC SPORTIVE GYMNASTICS ASSOCIATION; it appears in 1 dataset (ab) with 34 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA ROMANCE WRITERS' ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — CALGARY ASSOCIATION OF THE ROMANCE WRITERS OF AMERICA; NORTHERN STAR ROMANCE WRITERS ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA SNOWMOBILE ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — SOUTHERN ALBERTA SNOWMOBILE ASSOCIATION; THE ALBERTA SNOWMOBILE RACING ASSOCIATION; it appears in 1 dataset (ab) with 35 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA SOCIAL CREDIT PARTY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.75) — EDMONTON CONSTITUENCY SOCIAL CREDIT ASSOCIATION; THE ALBERTA SOCIAL CREDIT PARTY ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Alberta Society for Creative Anachronism (1995) (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — SOCIETY FOR CREATIVE ANACHRONISM, INCORPORATED; Mountain Society for Creative Anachronism (1994); it appears in 1 dataset (ab) with 2 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Alberta Society for the Visually Impaired (1979) (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — ALBERTA SOCIETY FOR THE VISUALLY IMPAIRED - LETHBRIDGE DISTRICT; ALBERTA SOCIETY FOR THE VISUALLY IMPAIRED CALGARY DISTRICT; it appears in 1 dataset (ab) with 2 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA SOUTHWEST REGIONAL ALLIANCE TOURISM OFFICE (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.75) — Alberta Southwest Regional Alliance Ltd.; TOURISM SOUTHWEST INC.; it appears in 1 dataset (ab) with 3 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA SQUASH RACQUETS ASSOCIATION (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — SRA SQUASH RACQUETS ASSOCIATION OF EDMONTON; SQUASH ALBERTA ASSOCIATION; it appears in 1 dataset (ab) with 24 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA'S TRAINING FOR EXCELLENCE COUNCIL ASSOCIATION (ATEC) (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.67) — ALBERTA HOTEL AND LODGING ASSOCIATION ATEC ALBERTA TOURISM EDUCATION COUNCIL; ATEC ALBERTA'S TRAINING FOR EXCELLENCE CORPORATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA SURFACE RIGHTS GROUP SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — PROVOST SURFACE RIGHTS SOCIETY; ALBERTA SURFACE RIGHTS FEDERATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA TAI CHI ASSOCAITION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.64) — EDMONTON TAI CHI ASSOCIATION; ALBERTA TAI CHI CHUAN ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA TEAM SORTING ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.80) — CANADIAN NATIONAL TEAM SORTING ASSOCIATION; THE CANADIAN TEAM CATTLE SORTING ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA TEN PIN ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.85) — ALBERTA JUNIOR TENPIN ASSOCIATION; LETHBRIDGE TEN PIN ASSOCIATION; it appears in 1 dataset (ab) with 3 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA THERAPEUTIC MASSAGE INC. (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.61) — ALBERTA THERAPEUTIC MASSAGE ASSOCIATION; ALBERTA THERAPEUTIC MASSAGE ASSOCIATION (2003); it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA TOUCH FOOTBALL ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.85) — CALGARY TOUCH FOOTBALL ASSOCIATION; EDMONTON TOUCH FOOTBALL ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA TREATY HOCKEY ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.69) — ALBERTA NATIVE HOCKEY ASSOCIATION; TREATY SIX HOCKEY COUNCIL; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA TURFGRASS RESEARCH FOUNDATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — CANADIAN TURFGRASS RESEARCH FOUNDATION; NATIONAL TURFGRASS RESEARCH FOUNDATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA URBAN ATHLETICS ASSOCIATION, CITY OF CALGARY (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.75) — ALBERTA URBAN ATHLETICS ASSOCIATION, CITY OF CALGARY, AND THE PARKS FOUNDATION, CALGARY; ALBERTA URBAN ATHLETICS ASSOCIATION; it appears in 1 dataset (fed) with 2 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA VIRTUAL TAX (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.58) — CADJPRO VIRTUAL TAX CLINIC; VIRTUAL TAX CLINIC; it appears in 1 dataset (fed) with 3 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA VOLUNTEER FIRE FIGHTERS ASSOCIATION (AVFFA) (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.85) — DRAYTON VALLEY VOLUNTEER FIRE FIGHTERS; THE EDSON FIRE FIGHTERS ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA WALL & CEILING ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — ALBERTA WALL & CEILING BUREAU, EDMONTON CHAPTER; ALBERTA WALL & CEILING BUREAU CALGARY; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA WALL & CEILING BUREAU CALGARY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — ALBERTA WALL & CEILING BUREAU, EDMONTON CHAPTER; ALBERTA WALL & CEILING ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA WALL & CEILING BUREAU, EDMONTON CHAPTER (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.87) — ALBERTA WALL & CEILING BUREAU CALGARY; ALBERTA WALL & CEILING ASSOCIATION; it appears in 1 dataset (ab) with 1 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 Alberta Winter Guard Association (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — CANADIAN WINTER GUARD ASSOCIATION; ESCALADE WINTER GUARD ASSOCIATION; it appears in 1 dataset (ab) with 2 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA YOUNG SPEAKERS FOR AGRICULTURE SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — CANADIAN YOUNG SPEAKERS FOR AGRICULTURE INC.; YOUNG SPEAKERS ASSOCIATON; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERT COUNTY NETWORK (HILLSBOROUGH BAPTIST CHURCH) (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — HILLSBOROUGH BAPTIST CHURCH; Hillsborough Baptist Church Inc.; it appears in 1 dataset (cra) with 1 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 ALDER FLATS ELEMENTARY SCHOOL (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — ALDER FLATS ELEMENTARY SCHOOL FUNDRAISING SOCIETY; FELLOWSHIP OF ALDER FLATS SCHOOL COMMITTEE; it appears in 2 datasets (cra, ab) with 2 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALDER FLATS ELEMENTARY SCHOOL FUNDRAISING SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — ALDER FLATS ELEMENTARY SCHOOL; FELLOWSHIP OF ALDER FLATS SCHOOL COMMITTEE; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALDERGROVE COMMUNITY LEAGUE (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — Aldergrove Community League Child Care; ALDERGROVE COMMUNITY LEAGUE AND THE CITY OF EDMONTON|ALDERGROVE COMMUNITY LEAGUE ET VILLE D'EDMONTON; it appears in 1 dataset (ab) with 4 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALDERGROVE COMMUNITY LEAGUE AND THE CITY OF EDMONTON|ALDERGROVE COMMUNITY LEAGUE ET VILLE D'EDMONTON (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — Aldergrove Community League Child Care; ALDERGROVE COMMUNITY LEAGUE; it appears in 1 dataset (fed) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALEXANDER FIRST NATION FNDF (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — ALEXANDER FIRST NATION; Alexander First Nation Education; it appears in 1 dataset (ab) with 146 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALEXANDER FORBES COMMUNITY PLAYGROUND ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.67) — ALEXANDER FORBES SCHOOL; Alexander Forbes Playground & Recreational Society; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALEXIS NAKOTA SIOUX NATION NIKOODI DAYCARE (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — ALEXIS NAKOTA SIOUX NATION; ALEXIS NAKOTA SIOUX NATION SCHOOL; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALEX MUNRO SCHOOL (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — ALEX MUNRO PARENT ASSOCIATION; ALEX MUNRO KIDS AFTER SCHOOL ASSOCIATION.; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALFALFA SEED COMMISSION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.67) — THE ALBERTA ALFALFA SEED PRODUCERS ASSOCIATION; ALBERTA ALFALFA SEED COMMITTEE; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Algonquins of Barriere Lake (in Trust to Hensel Barristers Professional Corp.) (grant_recipient) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — HENSEL BARRISTERS PROFESSIONAL CORPORATION ON BEHALF OF INDEPENDENT FIRST NATIONS; Algonquins of Barriere Lake First Nation; it appears in 1 dataset (fed) with 3 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Algonquins of Ontario (grant_recipient) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — ALGONQUINS OF ONTARIO CONSULTATION OFFICE|ALGONQUINS OF ONTARIO CONSULTATION OFFICE; ALGONQUINS OF ONTARIO OPPORTUNITY 2; it appears in 1 dataset (fed) with 22 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AL-HADDAD, KAMAL (ÉCOLE DE TECHNOLOGIE SUPÉRIEURE) (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.80) — École de Technologie Supérieure; AL-HADDAD, KAMAL; it appears in 1 dataset (fed) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALI SALEH PROFESSIONAL CORPORATION (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.67) — ALI SALEH ALI; SALEH ALI; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALLEN, JAMES (JAMIE) (NSCAD UNIVERSITY) (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — NSCAD University; NSCAD UNIVERSITY - ANNA LEONOWENS GALLERY; it appears in 1 dataset (fed) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALLEN, MATTHEW (MANITOBA HYDRO) (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — SCHILLBERG, ERIC (MANITOBA HYDRO); Manitoba Hydro-Electric Board; it appears in 1 dataset (fed) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALLIANCE CHORALE ALBERTA (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — Alliance Chorale du Québec; ALLIANCE CHORALE MANITOBA INC.; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALLIANCE FOR THE COMMON GOOD (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.64) — CALGARY ALLIANCE FOR THE COMMON GOOD SOCIETY; CANADIAN ALLIANCE FOR THE COMMON GOOD; it appears in 1 dataset (cra) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.