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 CALGARY AMATEUR KICKBOXING AND MUAY THAI ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — A.M.T.A.C. AMATEUR MUAY THAI ASSOCIATION OF CANADA; CMTC-A CANADIAN MUAY THAI COUNCIL AMATEUR (ALBERTA); 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 CALGARY AND DISTRICT INDOOR LAWN BOWLS ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — Lawn Bowls Association of Alberta; INDOOR BOWLS CLUB OF CALGARY; 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 CALGARY ARABIAN HORSE ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — ALBERTA ARABIAN HORSE COUNCIL; REGION 17 ARABIAN HORSE (2025) ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY AREA CITY COUNCIL OF BETA SIGMA PHI (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.89) — EDMONTON AREA COUNCIL OF BETA SIGMA PHI; BETA SIGMA PHI SORORITY; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY ASSOCIATION OF CHARTERED ACCOUNTANTS (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — CHARTERED PROFESSIONAL ACCOUNTANTS OF CANADA; CHARTERED PUBLIC ACCOUNTANTS OF ALBERTA; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY BRANCH (RCSCC UNDAUNTED) (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.73) — RCSCC CALGARY; RCSCC UNDAUNTED; it appears in 1 dataset (cra) 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 CALGARY CAB DRIVERS SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.62) — Calgary Taxi Drivers Association; UNITED CALGARY CAB DRIVERS SOCIETY; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY CANADIAN FOLK ARTS COUNCIL (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.64) — ALBERTA MULTICULTURAL FOLK ARTS COUNCIL; CALGARY FOLK ARTS COUNCIL; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY CANUCKS HOCKEY CLUB (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.73) — CALGARY CANUCKS JUNIOR HOCKEY BOOSTER CLUB; CALGARY CANUCKS JUNIOR "A" HOCKEY ALUMNI AND FRIENDS SOCIETY; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY CANUCKS JUNIOR "A" HOCKEY ALUMNI AND FRIENDS SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — CALGARY CANUCKS HOCKEY CLUB; CALGARY CANUCKS JUNIOR HOCKEY BOOSTER CLUB; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY CANUCKS JUNIOR HOCKEY BOOSTER CLUB (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.73) — CALGARY CANUCKS HOCKEY CLUB; CALGARY CANUCKS JUNIOR "A" HOCKEY ALUMNI AND FRIENDS SOCIETY; it appears in 1 dataset (ab) with 4 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY CARIBBEAN SPORTS CLUB (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.67) — CARIBBEAN HERITAGE SPORTS COUNCIL OF CALGARY; CALGARY CARIBBEAN SPORTS & SOCIAL CLUB; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY CENTRE FOR PERFORMING ARTS | CALGARY CENTRE FOR PERFORMING ARTS (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — THE CALGARY CENTRE FOR PERFORMING ARTS GUILD ASSOCIATION.; CALGARY PERFORMING ARTS; it appears in 2 datasets (fed, ab) with 31 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY CHARTER SCHOOL HUB SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — CALGARY GIRLS CHARTER SCHOOL; CALGARY CHARTER SCHOOL OF COMMERCE LTD.; it appears in 1 dataset (ab) with 31 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY CHILDBIRTH EDUCATION AND DOULA ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.69) — CALGARY DOULA ASSOCIATION; CALGARY LAMAZE CHILDBIRTH EDUCATION ASSOCIATION.; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY CHILDCARE LTD (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.69) — CALGARY CHILDCARE 2 LTD.; CALGARY CHILDCARE CENTRE LTD.; it appears in 1 dataset (ab) with 2 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY CHURCH OF THE TRUTH CENTRE FOR POSITIVE LIVING (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — FIRST CHURCH OF THE TRUTH OF CANADA; THE TRUTH CENTRE; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY CIVIL LIBERTIES ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.75) — ALBERTA CIVIL LIBERTIES ASSOCIATION; ROCKY MOUNTAIN CIVIL LIBERTIES ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY CLASSICAL ACADEMY CURRIE FUNDRAISING SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — CALGARY CLASSICAL ACADEMY ELEMENTARY FUNDRAISING SOCIETY; CALGARY CLASSICAL ACADEMY INC.; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY CLASSICAL ACADEMY ELEMENTARY FUNDRAISING SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.85) — CALGARY CLASSICAL ACADEMY CURRIE FUNDRAISING SOCIETY; CALGARY CLASSICAL ACADEMY INC.; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY CLASSICAL ACADEMY INC. (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — CALGARY CLASSICAL ACADEMY ELEMENTARY FUNDRAISING SOCIETY; CALGARY CLASSICAL ACADEMY CURRIE FUNDRAISING SOCIETY; it appears in 1 dataset (ab) with 361 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY CLUB OF PRINTING HOUSE CRAFTSMEN (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.89) — EDMONTON CLUB OF PRINTING HOUSE CRAFTSMEN; THE LADIES AUXILIARY TO THE CALGARY CLUB OF PRINTING HOUSE; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY COLTS ALUMNI ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — THE CALGARY COLTS JUNIOR FOOTBALL ASSOCIATION; SOUTH CALGARY COLTS FOOTBALL ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY COUNTRY MUSIC WEEK SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.63) — COUNTRY MUSIC WEEK '90 SOCIETY; COUNTRY MUSIC WEEK '85. SOCIETY; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY CROATIAN UNION ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — CROATIAN ETHNIC SCHOOL CENTRE-CALGARY; CROATIAN FESTIVITIES COMMITTEE OF CALGARY; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY DEBRE METMAK TSADKANE ST. MARY ETHIOPIAN ORTHODOX TEWAHEDO CHURCH SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — ETHIOPIAN ORTHODOX TEWAHEDO CHURCH - ARCHDIOCESE OF WESTERN; ETHIOPIAN ORTHODOX TEWAHEDO CHURCH OF CANADA ST. MARY CATHEDRAL; it appears in 1 dataset (ab) 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 Calgary Defence Lawyers Association (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.70) — SOUTHERN ALBERTA DEFENCE LAWYERS' ASSOCIATION; CRIMINAL DEFENCE LAWYERS ASSOCIATION (CALGARY); it appears in 1 dataset (ab) with 2 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY DELTA UPSILON BUILDING SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.70) — DELTA UPSILON ALUMNI CLUB OF ALBERTA; DELTA UPSILON BUILDING SOCIETY OF ALBERTA; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY DENTAL ASSISTANTS ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.80) — Alberta Dental Assistants Association; COLLEGE OF ALBERTA DENTAL ASSISTANTS; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY DISTRICT PIPE TRADES HEALTH AND WELFARE TRUST OF ALBERTA (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.80) — CALGARY DISTRICT PIPE TRADE EDUCATIONAL TRUST FUND; PIPE TRADES BENEVOLENT & RECREATIONAL SOCIETY; it appears in 1 dataset (ab) with 3 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 CALGARY DRAG RACING ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.62) — CALGARY 1/4 MILE DRAG RACING CLUB; CALGARY DRAG RACING COUNCIL; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY DREAMS TAKE FLIGHT SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.81) — EDMONTON "DREAMS TAKE FLIGHT" ASSOCIATION; Dreams Take Flight (Canada) / Voyage de Reves (Canada); it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY EGYPTIAN ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.67) — CALGARY EGYPTIAN COMMUNITY CENTRE; EGYPTIAN CANADIAN ASSOCIATION OF CALGARY; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY ELKS AND ROYAL PURPLE CHARITY FOUNDATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — ELKS AND ROYAL PURPLE FUND FOR CHILDREN; THE CALGARY ELKS HOUSE SOCIETY; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Calgary Elks Lodge No. 4 of the B.P.O.E. of Canada Society (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.87) — The Grand Lodge of the Benevolent and Protective Order of Elks of the Dominion of Canada; THE CALGARY ELKS HOUSE SOCIETY; it appears in 1 dataset (ab) with 3 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY EXPERIMENTAL AIRCRAFT ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — EXPERIMENTAL AIRCRAFT ASSOCIATION CHAPTER 30 (1957); EXPERIMENTAL AIRCRAFT ASSOCIATION CHAPTER 923; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY FEDERATED FILIPINO ASSOCIATIONS (CAFFA) (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.58) — CALGARY FEDERATION OF FILIPINO ASSOCIATIONS (1994); CALGARY ALBERTA FEDERATION OF FILIPINO ASSOCIATIONS (CAFFA); 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 CALGARY FEDERATION OF FILIPINO ASSOCIATIONS (1994) (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.62) — CALGARY ALBERTA FEDERATION OF FILIPINO ASSOCIATIONS (CAFFA); CALGARY FEDERATED FILIPINO ASSOCIATIONS (CAFFA); it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY FLAMES ALUMNI ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — CALGARY FLAMES FOUNDATION; CALGARY FLAMES LIMITED PARTNERSHIP; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY FLAMES AMBASSADORS ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — CALGARY FLAMES LIMITED PARTNERSHIP; CALGARY FLAMES FOUNDATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY FOREIGN EXCHANGE LTD. (1762, 8882 170 STREET - EDMONTON) (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.70) — CALGARY FOREIGN EXCHANGE LTD. (45, 5015 111 STREET - EDMONTON); Calgary Foreign Exchange Ltd; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY FOREIGN EXCHANGE LTD. (45, 5015 111 STREET - EDMONTON) (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.73) — CALGARY FOREIGN EXCHANGE LTD. (1762, 8882 170 STREET - EDMONTON); Calgary Foreign Exchange Ltd; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Calgary Foreign Exchange Ltd (company) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.69) — CALGARY FOREIGN EXCHANGE LTD. (45, 5015 111 STREET - EDMONTON); CALGARY FOREIGN EXCHANGE LTD. (1762, 8882 170 STREET - EDMONTON); it appears in 1 dataset (ab) with 3 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY FORT CALGARY LIONS CLUB (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.75) — CALGARY HEART LIONS CLUB; THE LIONS CLUB OF CALGARY; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY GATORS ADULT FOOTBALL ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.69) — CALGARY GATORS FOOTBALL SOCIETY; CALGARY GATORS FOOTBALL CLUB; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY GATORS FOOTBALL CLUB (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.64) — CALGARY GATORS ADULT FOOTBALL ASSOCIATION; CALGARY GATORS FOOTBALL SOCIETY; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY GATORS FOOTBALL SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.67) — CALGARY GATORS ADULT FOOTBALL ASSOCIATION; CALGARY GATORS FOOTBALL CLUB; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY GEE TUCK SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.69) — ALBERTA GEE TUCK FAMILY ASSOCIATION; GEE TUCK SENIOR RECREATION CLUB; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY HADASSAH-WIZO (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.81) — HADASSAH-WIZO CANADA FOUNDATION; Hadassah-WIZO Organization of Canada; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows CALGARY HANDBALL CLUB (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.69) — CALGARY TEAM HANDBALL ASSOCIATION; CALGARY TEAM HANDBALL SOCIETY; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.