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 ADVENTURERS SCHOOL AGE CARE LTD. (CAPITAL HILL - CALGARY) (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — ADVENTURERS SCHOOL AGE CARE LTD (MOTHER MARY GREENE - CALGARY); Adventurers School Age Care 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 ADVENTURERS SCHOOL AGE CARE LTD (CHINOOK PARK - CALGARY) (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — ADVENTURERS SCHOOL AGE CARE LTD (MOTHER MARY GREENE - CALGARY); Adventurers School Age Care Ltd; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AECON TRANSPORTATION WEST LTD. (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.86) — AECON TRANSPORTATION WEST LTD. EMPLOYEE CHARITABLE FOUNDATION; Aecon Construction Group Inc.; it appears in 1 dataset (ab) with 7 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AFFINITY DENTAL AT OLIVER SQUARE (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.70) — AFFINITY DENTAL-SHERWOOD PARK; AFFINITY DENTAL CLINIC; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AFFINITY DENTAL-SHERWOOD PARK (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.70) — AFFINITY DENTAL AT OLIVER SQUARE; AFFINITY DENTAL CLINIC; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AFGHAN CANADIAN SOCIETY LETHBRIDGE (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.60) — AFGHAN CANADIAN SOCIETY; AFGHAN CANADIAN ASSOCIATION OF LETHBRIDGE; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AFN REGIONAL CHIEF NB PEI INC. (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — Assembly of First Nations Office of the Regional Chief of Nova Scotia and Newfoundland; Regional AFN of Treaties 6, 7 & 8 (Alberta) Society; it appears in 1 dataset (fed) with 2 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AFRO-ASIAN CULTURAL SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.64) — AFRO-ASIAN CULTURAL ASSOCIATION OF CALGARY; AFRO-ASIAN CULTURAL SOCIETY (EDMONTON); it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AGAPE CHRISTIAN CHURCH CALGARY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.58) — AGAPE CHRISTIAN CHURCH; FULL GOSPEL CALGARY AGAPE CHURCH; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AGENCE DE LA SANTÉ ET DES SERVICES SOCIAUX DE L'OUTAOUAIS (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.89) — Ministère de la Santé et des Services sociaux du Québec; Centre intégré de santé et de services sociaux de l'Outaouais; it appears in 1 dataset (fed) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AGENCE DES NATIONS-UNIES (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.69) — PROGRAMME DES NATIONS-UNIES POUR LE DÉVELOPPEMENT (PNUD ) BUREAU DE LA RCA; United Nations High Commissioner for Refugees; it appears in 1 dataset (cra) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AGILE SENSOR TECHNOLOGIES INC. (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — BELBIN, MARK SCOTT (AGILE SENSOR TECHNOLOGIES INC.); HICKEY, MARK (AGILE SENSOR TECHNOLOGIES INC.); it appears in 1 dataset (fed) with 6 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AHOUSAHT FISHERIES L AHOUSAHT FISHERIES (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.69) — AHOUSAHT MEMBERS OCEANS CORPORATION; AHOUSAHT FISHING CORPORATION; it appears in 1 dataset (fed) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AIDE AUX ÉLÈVES DANS LEURS ÉTUDES À COMPAGNIE DE JÉSUS (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — LA COMPAGNIE DE JÉSUS; Compagnie de Jésus; it appears in 1 dataset (cra) with 2 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AIDE INTERNATIONALE À L'ENFANCE (charity) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.67) — L'AMIEL (L'AIDE INTERNATIONALE À L'ENFANCE); Aide Internationale pour l'Enfance / Children's Care International; it appears in 1 dataset (cra) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AIRDRIE CROSSPOINTE LIFE IN CHRIST FELLOWSHIP (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — Crosspointe Fellowship (Calgary); Vietnamese Crosspointe Fellowship; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AIRDRIE VOLLEYBALL CLUB (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.64) — AIRDRIE CALGARY VOLLEYBALL CLUB; AIRDRIE ADULT VOLLEYBALL CLUB; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AKER ARCTIC CANADA INC. (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — BUDDEN, BRADLEY (AKER ARCTIC CANADA INC.); DROVER, ROBERT (AKER ARCTIC CANADA INC.); it appears in 1 dataset (fed) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AKUAR LANG JUK COMMUNITY ASSOCIATION OF CANADA (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.62) — AKUAR COMMUNITY ASSOCIATION IN CANADA; ULANG COMMUNITY ASSOCIATION OF CANADA; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALAIN, AMANDA (SPARTAN BIOSCIENCE INC.) (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.73) — YU, MIRANDA (SPARTAN BIOSCIENCE INC.); DOLAN, CLARE (SPARTAN BIOSCIENCE INC.); it appears in 1 dataset (fed) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALANO CLUB OF CALGARY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.72) — ALANO CLUB; ALANO CLUB ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows AL-ANON CENTRAL SERVICE OFFICE ALBERTA (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.85) — AL-ANON CENTRAL SERVICES (MAN); AL-ANON FAMILY GROUP HEADQUARTERS (CANADA) INC; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows A. LAU PROFESSIONAL CORPORATION (organization) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.62) — TIN WAI WAIKO LAU PROFESSIONAL CORPORATION; TONY T LAU PROFESSIONAL CORPORATION; it appears in 1 dataset (ab) with 2 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA AIKIDO ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.64) — ALBERTA AIKIDO YUISHINKAI ASSOCIATION; AIKIDO 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 ALFALFA SEED COMMITTEE (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; ALFALFA SEED COMMISSION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA AMATEUR BOXING ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.90) — CANADIAN AMATEUR BOXING ASSOCIATION; LLOYDMINSTER AMATEUR BOXING CLUB; it appears in 1 dataset (ab) with 44 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA AMATEUR SOFTBALL ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.89) — CANADIAN AMATEUR SOFTBALL ASSOCIATION - ASSOCIATION CANADIEN; ALBERTA SOFTBALL UMPIRES ASSOCIATION; it appears in 1 dataset (ab) with 59 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA ANTI-VIVISECTION & HUMANE EDUCATION SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.75) — NATIONAL ANTI-VIVISECTION SOCIETY; THE EDMONTON ALBERTA ANTI-VIVISECTION SOCIETY; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA ARMENIAN RELIEF ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — THE ARMENIAN RELIEF SOCIETY OF CANADA (ARS) INC; ARMENIAN RELIEF SOCIETY OF BRITISH COLUMBIA; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA ASSOCIATION,CANADIAN INSTITUTE OF PLANNERS (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.85) — CANADIAN INSTITUTE OF PLANNERS; ALBERTA PROFESSIONAL PLANNERS INSTITUTE; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA ASSOCIATION OF ARTIST-RUN CENTRES (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.80) — ARTIST-RUN CENTRES AND COLLECTIVES CONFERENCE; PRAIRIE ARTIST RUN CENTRE ASSOCIATION; it appears in 1 dataset (ab) with 4 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows Alberta Association of Career Colleges (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — NATIONAL ASSOCIATION OF CAREER COLLEGES (NACC); ASSOCIATION OF CANADIAN CAREER COLLEGES OF ALBERTA; it appears in 1 dataset (ab) with 2 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA ASSOCIATION OF CERTIFIED HOME INSPECTORS (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.80) — CANADIAN ASSOCIATION OF HOME AND PROPERTY INSPECTORS (ALBERTA); INTERNATIONAL ASSOCIATION OF CERTIFIED HOME INSPECTORS OF CANADA; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA ASSOCIATION OF DRIVER EXAMINERS (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.67) — CERTIFIED DRIVER EXAMINERS ASSOCIATION; ASSOCIATED DRIVER EXAMINERS 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 ASSOCIATION OF FARMERS' MARKETS (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — BC ASSOCIATION OF FARMERS' MARKETS; ALBERTA FARMERS' MARKET ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA ASSOCIATION OF MEDICAL RADIATION TECHNOLOGISTS (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.80) — Canadian Association of Medical Radiation Technologists; ALBERTA COLLEGE OF MEDICAL DIAGNOSTIC AND THERAPEUTIC TECHNOLOGISTS; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA ASSOCIATION OF MUNICIPAL POLICE (SOUTHERN) (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.83) — ASSOCIATION OF MUNICIPAL POLICE OF ALBERTA (NORTHERN); THE ASSOCIATION OF MUNICIPAL POLICE 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 ASSOCIATION OF REGISTERED OCCUPATIONAL THERAPISTS (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — THE CANADIAN ASSOCIATION OF OCCUPATIONAL THERAPISTS; SOCIETY OF ALBERTA OCCUPATIONAL THERAPISTS; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA ASSOCIATION OF RESPIRATORY THERAPISTS (AART) (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — THE CANADIAN SOCIETY OF RESPIRATORY THERAPISTS; COLLEGE AND ASSOCIATION OF RESPIRATORY THERAPISTS 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 ASSOCIATION OF THE APPRAISAL INSTITUTE OF CANADA. (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.86) — APPRAISAL INSTITUTE OF CANADA; RESEARCH AND DEVELOPMENT FUND OF THE APPRAISAL INSTITUTE OF CANADA; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA ASSOCIATION OF THERAPEUTIC MASSEURS (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.67) — ALBERTA THERAPEUTIC MASSAGE ASSOCIATION (2003); ALBERTA THERAPEUTIC MASSAGE ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA ASSOCIATIONS FOR BRIGHT CHILDREN (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.73) — THE EDMONTON REGIONAL ASSOCIATION FOR BRIGHT CHILDREN; ACTION FOR BRIGHT CHILDREN (CALGARY SOCIETY); it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA AVALANCHE RESCUE DOG ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.70) — CANADIAN AVALANCHE RESCUE DOG ASSOCIATION; ALBERTA AVALANCHE RESCUE DOG SOCIETY; it appears in 1 dataset (ab) with 3 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA AVALANCHE RESCUE DOG SOCIETY (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.70) — CANADIAN AVALANCHE RESCUE DOG ASSOCIATION; ALBERTA AVALANCHE RESCUE DOG ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA BALL HOCKEY ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.77) — WILD ROSE BALL HOCKEY ASSOCIATION OF ALBERTA; ALBERTA MINOR BALL HOCKEY ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA BLIND GOLF ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.69) — Western Canadian Blind Golfers' Association Inc.; BLIND GOLFERS 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 BMX ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.75) — ALBERTA BICYCLE ASSOCIATION; ALBERTA BMX SUPERCROSS ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA BOTTLE DEPOT ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.73) — CALMAR BOTTLE DEPOT; THE ASSOCIATION OF UNIVERSAL BOTTLE DEPOT OPERATORS; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA BOW HUNTERS AND ARCHERS ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.82) — KNEEHILL BOW HUNTERS & ARCHERS SOCIETY; THE EDMONTON BOW HUNTERS; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.
The dataset shows ALBERTA BOWHUNTERS ASSOCIATION (non_profit) adjudicated as RELATED to 2 other entities by the entity-resolution pipeline (mean verdict confidence 0.79) — SOUTHERN ALBERTA BOWHUNTERS ASSOCIATION.; ALBERTA TRADITIONAL BOWHUNTERS ASSOCIATION; it appears in 1 dataset (ab) with 1 source records. Glassbox surfaces the network; the funder verifies governance overlap.