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 BREASTFEEDING COMMITTEE (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — BREASTFEEDING COMMITTEE FOR CANADA | COMITÉ CANADIEN POUR L'ALLAITEMENT; BREASTFEEDING ACTION COMMITTEE OF EDMONTON; 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 - BRITISH COLUMBIA SEED GROWERS ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — Canadian Seed Growers' Association; THE ALBERTA BRANCH OF THE CANADIAN SEED GROWERS' ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA BUILDING TRADES COUNCIL BENEVOLENT SOCIETY (A.B.T.C.B.S.) (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — ALBERTA BUILDING TRADES COUNCIL CHARITABLE FOUNDATION; BUILDING TRADES OF ALBERTA TRAINING SOCIETY; it appears in 1 dataset (ab) with 5 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA BUILDING TRADES TRAINING ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.73) — ALBERTA BUILDING TRADES COUNCIL CHARITABLE FOUNDATION; BUILDING TRADES OF ALBERTA TRAINING SOCIETY; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA CELTIC ARTS FESTIVAL GROUP (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.64) — CELTIC ARTS SOCIETY OF ALBERTA; FALL CELTIC FESTIVAL; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA CHAPTER - SOIL AND WATER CONSERVATION SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.87) — SOIL AND WATER CONSERVATION SOCIETY, ONTARIO; SOIL CONSERVATION COUNCIL OF CANADA; 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 CHAPTER THE NINETY-NINES INC (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.81) — THE NINETY-NINES, EAST CANADA SECTION, INC.; EDUCATION TRUST WEST CANADA SECTION OF THE NINETY-NINES; 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 CHINESE BASKETBALL ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — Calgary Chinese Basketball Association of Alberta; EDMONTON CHINESE BASKETBALL ASSOCIATION OF ALBERTA; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA CHITO KAI ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — THE CANADIAN CHITO-KAI ASSOCIATION; ALBERTA CHITO RYU KARATE ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA COMBATIVE ARTS ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — BARRHEAD COMBATIVE ARTS ASSOCIATION; SOUTHERN ALBERTA COMBATIVE ARTS KICKBOXING; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA COMPASSIONATE RESOURCE CENTRE (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.67) — COMPASSIONATE RESOURCE WAREHOUSE; COMPASSIONATE RESOURCE ASSOCIATION CANADA; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA CONFERENCE - INTERNATIONAL HANDGUN METALLIC SILHOUETTE ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — EDMONTON HANDGUN METALLIC SILHOUETTE ASSOCIATION; ALBERTA METALLIC SILHOUETTE 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 · Denominational hierarchies (dioceses, synods, conferences, councils, presbyteries) routinely move funds between the parent body and congregations; structural relatedness here is expected.
The dataset shows ALBERTA CONTINUING CARE ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — CONTINUING CARE EMPLOYERS' BARGAINING ASSOCIATION; INSTITUTE FOR CONTINUING CARE EDUCATION AND RESEARCH (ICCER); it appears in 1 dataset (ab) with 6 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA COUNTRY MUSIC ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.58) — THE ASSOCIATION OF COUNTRY MUSIC IN ALBERTA; COUNTRY MUSIC ALBERTA ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA DRAMA FESTIVAL ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.73) — ZONE 8 DRAMA FESTIVAL ASSOCIATION; ALBERTA HIGH SCHOOL DRAMA FESTIVAL ASSOCIATION; it appears in 1 dataset (ab) with 14 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA EPILEPSY ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — SOUTHERN ALBERTA EPILEPSY ASSOCIATION; THE CENTRAL ALBERTA EPILEPSY ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA FRIENDS OF GUYANA ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.69) — CANADIAN FRIENDS OF GUYANA ASHRAM; CANGUY-FRIENDS OF GUYANA SOCIETY; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA GEE TUCK FAMILY ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — CALGARY GEE TUCK SOCIETY; 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 ALBERTA GREEN ECONOMY NETWORK SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.80) — GREEN ECONOMY CANADA|GREEN ECONOMY CANADA; GREEN ECONOMY CANADA; it appears in 1 dataset (ab) with 4 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Alberta Health Services - Glenrose Rehabilitation Hospital (government) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.80) — Glenrose Rehabilitation Hospital Foundation; GLENROSE HOSPITAL SCHOOL CHILD & FAMILY PSYCHIATRY UNIT; it appears in 2 datasets (ab, cra) with 4 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA HEALTH SERVICES - HOME CARE (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — Alberta Health Services; PRIMARY CARE ALBERTA ALBERTA HEALTH SERVICES; it appears in 1 dataset (cra) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA HEART & HEART/LUNG TRANSPLANT SUPPORT GROUP SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.69) — HEART TRANSPLANT HOME SOCIETY; THE HEART & LUNG TRANSPLANT SUPPORT SOCIETY; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA HERBALISTS ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.62) — ALBERTA ASSOCIATION OF PRACTICING HERBALISTS; ALBERTA REMEDIAL 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 HIGHLAND DANCING ASSOCIATION (COCHRANE BRANCH) (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.90) — ALBERTA HIGHLAND DANCING ASSOCIATION (RED DEER BRANCH); Alberta Highland Dancing Association (1982); 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 HOME CARE AND SUPPORT ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.64) — ALBERTA HOME CARE ASSOCIATION; HOMESUPPORT ALBERTA ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA HORSE TRIALS ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — BEAUMONT HORSE TRIALS ASSOCIATION; COCHRANE HORSE TRIALS COMMITTEE; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA INDIAN MUSLIMS ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — CANADIAN COUNCIL OF INDIAN MUSLIMS; CANADIAN INDIAN MUSLIMS ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA INNOVATES - ENERGY AND ENVIRONMENT SOLUTIONS (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.89) — ALBERTA INNOVATES HEALTH SOLUTIONS; Alberta Innovates Bio Solutions; it appears in 1 dataset (ab) with 2 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA INNOVATES HEALTH SOLUTIONS (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — ALBERTA INNOVATES - ENERGY AND ENVIRONMENT SOLUTIONS; Alberta Innovates Bio Solutions; it appears in 1 dataset (ab) with 13 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA INSTITUTE OF POWER ENGINEERS (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — INSTITUTE OF POWER ENGINEERS OF THE CITY OF CALGARY; POWER ENGINEERS ASSOCIATION OF ALBERTA; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA JUSTICE & SOLICITOR GENERAL - RESOLUTION SERVICES (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — Alberta Ministry of Justice and Solicitor General; ALBERTA MINISTRY OF JUSTICE AND SOLICITOR GENERAL, VICTIM SERVICES; it appears in 1 dataset (fed) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA LADIES' CURLING ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — NORTHERN ALBERTA LADIES CURLING ASSOCIATION; ALBERTA CURLING ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA LIGHT HORSE ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — LEDUC LIGHT HORSE ASSOCIATION; THE CENTRAL ALBERTA LIGHT HORSE ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA LUGE ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — Canadian Luge Association; NATURAL LUGE ASSOCIATION OF ALBERTA; it appears in 1 dataset (ab) with 30 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA MAINE-ANJOU ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.81) — THE CANADIAN MAINE-ANJOU ASSOCIATION; SOUTHERN ALBERTA MAINE-ANJOU BREEDERS CLUB; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA METALLIC SILHOUETTE ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — EDMONTON HANDGUN METALLIC SILHOUETTE ASSOCIATION; ALBERTA CONFERENCE - INTERNATIONAL HANDGUN METALLIC SILHOUETTE ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA MILITARY VEHICLE HISTORICAL ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.67) — WESTERN COMMAND MILITARY VEHICLE HISTORICAL SOCIETY; ALBERTA MILITARY VEHICLE ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA MINISTRY OF JUSTICE AND SOLICITOR GENERAL, VICTIM SERVICES (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.75) — Alberta Ministry of Justice and Solicitor General; ALBERTA JUSTICE & SOLICITOR GENERAL - RESOLUTION SERVICES; it appears in 1 dataset (fed) with 10 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA MOTOR ASSOCIATION-ST. ALBERT AMA AGENCIES LTD. (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — AMA CALGARY CROWFOOT AMA AGENCIES LTD.; AMA AGENCIES LTD.; it appears in 1 dataset (ab) with 12 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA MOTORSPORTS ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — ALBERTA MOTORSPORTS ASSOCIATION OFFROAD; WESTERN ALBERTA MOTORSPORTS ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA MUSIC TEACHERS' ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.85) — PEACE RIVER AND DISTRICT MUSIC TEACHERS' ASSOCIATION; 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 MUTUAL BENEFIT ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.64) — CANADIAN MUTUAL BENEFIT ASSOCIATION; THE MUTUAL BENEFIT ASSOCIATION OF ALBERTA; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA NEW START INC. (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — ALBERTA RUSSIAN HERITAGE CENTRE FOR NEW START; NEW START SOCIETY; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA OBSESSIVE COMPULSIVE DISORDER FOUNDATION (AOCDF) (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — Obsessive Compulsive Disorder Canada; THE CANADIAN INSTITUTE FOR OBSESSIVE COMPULSIVE DISORDERS; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA ORGANIC PRODUCERS ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.75) — PEACE RIVER ORGANIC PRODUCERS ASSOCIATION; ALBERTA ORGANIC ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA OROMIAN ODAA COMMUNITY ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.69) — Oromian Community Association of Northern Alberta; OROMIAN COMMUNITY ASSOCIATION OF EDMONTON; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA PENSIONERS & SENIOR CITIZENS ORGANIZATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — GRAND CENTRE PENSIONERS & SENIOR CITIZENS CLUB; MEADOW LAKE PENSIONERS AND SENIOR CITIZENS, #31, INC; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA PFLAG (PARENTS AND FRIENDS OF LESBIANS AND GAYS) FAITH SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — PARENTS FAMILIES AND FRIENDS OF LESBIANS AND GAYS SARNIA-BLU; PARENTS, FAMILIES & FRIENDS OF LESBIANS, GAYS, BISEXUALS, AND TRANSGENDERS SUPPORT ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA PHYSICAL THERAPY CLINICS INC. (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.69) — IN STEP PHYSICAL THERAPY; MILLWOODS PHYSICAL THERAPY CENTRE; it appears in 1 dataset (ab) with 3 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA PHYSIOTHERAPY ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.67) — Physiotherapy Alberta College and Association; ALBERTA ASSOCIATION OF PHYSIOTHERAPY; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.