The dataset shows recipients receiving funding from both the federal grants & contributions stream and Alberta provincial grants — entities sitting at the intersection of two funder pools where program duplication is a real risk that funders can verify against.
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_golden_records with both 'fed' and 'ab' in dataset_sources · ≥ 5 federal and ≥ 5 Alberta source records · combined record count ≥ p90 within the entity's entity_type · confidence ≥ 0.7 · signal = combined record count
The dataset shows The Young Men's Christian Association of Edmonton (charity) appears in both federal and Alberta provincial funding streams — 93 federal grant/contribution records and 11,132 Alberta provincial records, above the 90th percentile for charity of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
Aggregated from the matches below. Severity bands are calibrated per pattern; counts and dollar totals reflect this snapshot only.
The dataset shows Alberta Health Services (government) appears in both federal and Alberta provincial funding streams — 5 federal grant/contribution records and 6,491 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Little Red River Cree Nation (government) appears in both federal and Alberta provincial funding streams — 646 federal grant/contribution records and 5,169 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Sigis Child Care Society (charity) appears in both federal and Alberta provincial funding streams — 10 federal grant/contribution records and 3,422 Alberta provincial records, above the 90th percentile for charity of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Northern Lights School Division No. 69 (government) appears in both federal and Alberta provincial funding streams — 28 federal grant/contribution records and 2,700 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows The Governors of the University of Alberta (government) appears in both federal and Alberta provincial funding streams — 1,991 federal grant/contribution records and 463 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Peace River School Division No. 10 (government) appears in both federal and Alberta provincial funding streams — 15 federal grant/contribution records and 2,309 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Battle River Regional Division No. 31 (government) appears in both federal and Alberta provincial funding streams — 12 federal grant/contribution records and 2,303 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Livingstone Range School Division No. 68 (government) appears in both federal and Alberta provincial funding streams — 21 federal grant/contribution records and 2,267 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Rocky View School Division No. 41 (government) appears in both federal and Alberta provincial funding streams — 10 federal grant/contribution records and 2,254 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows St. Thomas Aquinas Roman Catholic Separate Regional Division No. 38 (government) appears in both federal and Alberta provincial funding streams — 7 federal grant/contribution records and 2,190 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows The Greater St. Albert Roman Catholic Separate School Division (government) appears in both federal and Alberta provincial funding streams — 6 federal grant/contribution records and 2,182 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Elk Island Catholic Separate Regional Division No. 41 (government) appears in both federal and Alberta provincial funding streams — 5 federal grant/contribution records and 2,155 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Parkland School Division No. 70 (government) appears in both federal and Alberta provincial funding streams — 30 federal grant/contribution records and 2,126 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Peace Wapiti School Division No. 76 (government) appears in both federal and Alberta provincial funding streams — 13 federal grant/contribution records and 2,141 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Red Deer Catholic Regional Division No. 39 (government) appears in both federal and Alberta provincial funding streams — 17 federal grant/contribution records and 2,098 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Chinook's Edge School Division No. 73 (government) appears in both federal and Alberta provincial funding streams — 16 federal grant/contribution records and 2,088 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Northland School Division No. 61 (government) appears in both federal and Alberta provincial funding streams — 33 federal grant/contribution records and 2,058 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Westwind School Division No. 74 (government) appears in both federal and Alberta provincial funding streams — 8 federal grant/contribution records and 2,082 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Wild Rose School Division No. 66 (government) appears in both federal and Alberta provincial funding streams — 19 federal grant/contribution records and 2,060 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Aspen View Public School Division No. 78 (government) appears in both federal and Alberta provincial funding streams — 26 federal grant/contribution records and 2,052 Alberta provincial records, above the 90th percentile for government of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows The University of British Columbia (charity) appears in both federal and Alberta provincial funding streams — 1,982 federal grant/contribution records and 36 Alberta provincial records, above the 90th percentile for charity of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows GRANDE SPIRIT FOUNDATION (charitable_org) appears in both federal and Alberta provincial funding streams — 8 federal grant/contribution records and 1,706 Alberta provincial records, above the 90th percentile for charitable_org of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows McMan Youth, Family & Community Services Association (charity) appears in both federal and Alberta provincial funding streams — 31 federal grant/contribution records and 1,668 Alberta provincial records, above the 90th percentile for charity of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows University of Waterloo (charity) appears in both federal and Alberta provincial funding streams — 1,670 federal grant/contribution records and 18 Alberta provincial records, above the 90th percentile for charity of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows GLENGARRY CHILD CARE SOCIETY (charitable_org) appears in both federal and Alberta provincial funding streams — 6 federal grant/contribution records and 1,569 Alberta provincial records, above the 90th percentile for charitable_org of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows VALHALLA SCHOOL FOUNDATION (charitable_org) appears in both federal and Alberta provincial funding streams — 7 federal grant/contribution records and 1,507 Alberta provincial records, above the 90th percentile for charitable_org of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows DAY CARE SOCIETY OF EDSON (charitable_org) appears in both federal and Alberta provincial funding streams — 10 federal grant/contribution records and 1,408 Alberta provincial records, above the 90th percentile for charitable_org of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Boys and Girls Club of Cochrane and Area (charity) appears in both federal and Alberta provincial funding streams — 9 federal grant/contribution records and 1,338 Alberta provincial records, above the 90th percentile for charity of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Cavjaz Consulting Inc. (company) appears in both federal and Alberta provincial funding streams — 8 federal grant/contribution records and 1,321 Alberta provincial records, above the 90th percentile for company of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Mother Earth's Children's Charter School Society (non_profit) appears in both federal and Alberta provincial funding streams — 22 federal grant/contribution records and 1,271 Alberta provincial records, above the 90th percentile for non_profit of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Centre d'Expérience Préscolaire et Parascolaire (CEPP) (charity) appears in both federal and Alberta provincial funding streams — 7 federal grant/contribution records and 1,282 Alberta provincial records, above the 90th percentile for charity of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows EDMONTON CITY CENTRE CHURCH CORPORATION (charitable_org) appears in both federal and Alberta provincial funding streams — 24 federal grant/contribution records and 1,187 Alberta provincial records, above the 90th percentile for charitable_org of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Boys & Girls Club of Wetaskiwin Society (charity) appears in both federal and Alberta provincial funding streams — 12 federal grant/contribution records and 1,100 Alberta provincial records, above the 90th percentile for charity of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows RIVER VALLEY SCHOOL SOCIETY (charitable_org) appears in both federal and Alberta provincial funding streams — 8 federal grant/contribution records and 1,097 Alberta provincial records, above the 90th percentile for charitable_org of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows BLACK GOLD SCHOOL DIVISION (charitable_org) appears in both federal and Alberta provincial funding streams — 6 federal grant/contribution records and 1,080 Alberta provincial records, above the 90th percentile for charitable_org of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows NORTHERN GATEWAY REGIONAL DIVISION NO. 10 (organization) appears in both federal and Alberta provincial funding streams — 8 federal grant/contribution records and 1,065 Alberta provincial records, above the 90th percentile for organization of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows The Governing Council of the Salvation Army in Canada / Conseil de direction de l'Armée du Salut du Canada (charity) appears in both federal and Alberta provincial funding streams — 993 federal grant/contribution records and 61 Alberta provincial records, above the 90th percentile for charity of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Mount Royal University (grant_recipient) appears in both federal and Alberta provincial funding streams — 14 federal grant/contribution records and 1,017 Alberta provincial records, above the 90th percentile for grant_recipient of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows The Grande Prairie School Division (charitable_org) appears in both federal and Alberta provincial funding streams — 14 federal grant/contribution records and 1,016 Alberta provincial records, above the 90th percentile for charitable_org of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows TALLCREE TRIBAL GOVERNMENT (organization) appears in both federal and Alberta provincial funding streams — 421 federal grant/contribution records and 591 Alberta provincial records, above the 90th percentile for organization of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows Community Options - A Society for Children and Families (charity) appears in both federal and Alberta provincial funding streams — 10 federal grant/contribution records and 1,000 Alberta provincial records, above the 90th percentile for charity of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows 2072677 ALBERTA LTD. (organization) appears in both federal and Alberta provincial funding streams — 6 federal grant/contribution records and 1,000 Alberta provincial records, above the 90th percentile for organization of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows EPCOR UTILITIES INC. (organization) appears in both federal and Alberta provincial funding streams — 7 federal grant/contribution records and 994 Alberta provincial records, above the 90th percentile for organization of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows THE ST. PAUL SCHOOL DIVISION (organization) appears in both federal and Alberta provincial funding streams — 8 federal grant/contribution records and 989 Alberta provincial records, above the 90th percentile for organization of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows SUMMIT LIABILITY SOLUTIONS INC. (organization) appears in both federal and Alberta provincial funding streams — 11 federal grant/contribution records and 969 Alberta provincial records, above the 90th percentile for organization of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows The Wetaskiwin School Division (charitable_org) appears in both federal and Alberta provincial funding streams — 5 federal grant/contribution records and 973 Alberta provincial records, above the 90th percentile for charitable_org of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows University of Saskatchewan (grant_recipient) appears in both federal and Alberta provincial funding streams — 873 federal grant/contribution records and 100 Alberta provincial records, above the 90th percentile for grant_recipient of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows MANNING REGIONAL CHILD CARE ASSOCIATION (charitable_org) appears in both federal and Alberta provincial funding streams — 8 federal grant/contribution records and 963 Alberta provincial records, above the 90th percentile for charitable_org of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.
The dataset shows Calgary Catholic Immigration Society (charity) appears in both federal and Alberta provincial funding streams — 31 federal grant/contribution records and 926 Alberta provincial records, above the 90th percentile for charity of its type. Glassbox surfaces the overlap; the funder verifies whether programs are distinct or duplicative.
Why this may be benign · Receiving both federal and Alberta funding is common for universities, health authorities, municipalities and large NGOs whose programs are distinct by design; overlap is a verification prompt, not evidence of duplication.