Running pattern detector against the corpus
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 Fort McKay First Nation (charity) appears in both federal and Alberta provincial funding streams — 397 federal grant/contribution records and 122 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 · 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).
Aggregated from the matches below. Severity bands are calibrated per pattern; counts and dollar totals reflect this snapshot only.
The dataset shows Red Deer Polytechnic (charity) appears in both federal and Alberta provincial funding streams — 44 federal grant/contribution records and 470 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 The First Mennonite Church (charitable_org) appears in both federal and Alberta provincial funding streams — 7 federal grant/contribution records and 496 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 WESTERN CREE TRIBAL COUNCIL (organization) appears in both federal and Alberta provincial funding streams — 462 federal grant/contribution records and 37 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 NUWAVE INDUSTRIES INC. (organization) appears in both federal and Alberta provincial funding streams — 6 federal grant/contribution records and 487 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 Bent Arrow Traditional Healing Society (charity) appears in both federal and Alberta provincial funding streams — 28 federal grant/contribution records and 458 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 Taber and District Housing Foundation (charity) appears in both federal and Alberta provincial funding streams — 7 federal grant/contribution records and 478 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 Discovery Place Pre-School Society of Edmonton (non_profit) appears in both federal and Alberta provincial funding streams — 23 federal grant/contribution records and 450 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 RUNDLE HEIGHTS OUT OF SCHOOL CARE INC. (organization) appears in both federal and Alberta provincial funding streams — 6 federal grant/contribution records and 464 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 Fédération des Parents Francophones de l'Alberta (non_profit) appears in both federal and Alberta provincial funding streams — 26 federal grant/contribution records and 425 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 Family Ties (1997) Association (non_profit) appears in both federal and Alberta provincial funding streams — 9 federal grant/contribution records and 440 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 FORT SASKATCHEWAN BOYS & GIRLS CLUB (charitable_org) appears in both federal and Alberta provincial funding streams — 11 federal grant/contribution records and 434 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 Expanding Imaginations Child Care Inc (company) appears in both federal and Alberta provincial funding streams — 5 federal grant/contribution records and 426 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 Students' Union of the University of Alberta and Community Day Care Centre Society (non_profit) appears in both federal and Alberta provincial funding streams — 7 federal grant/contribution records and 421 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 ERMINESKIN TRIBE (organization) appears in both federal and Alberta provincial funding streams — 379 federal grant/contribution records and 25 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 HILLHURST-SUNNYSIDE COMMUNITY ASSOCIATION (charitable_org) appears in both federal and Alberta provincial funding streams — 6 federal grant/contribution records and 394 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 Greater North Foundation (non_profit) appears in both federal and Alberta provincial funding streams — 22 federal grant/contribution records and 377 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 LESSER SLAVE LAKE INDIAN REGIONAL COUNCIL (organization) appears in both federal and Alberta provincial funding streams — 344 federal grant/contribution records and 42 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 GRACE BAPTIST CHURCH OF CALGARY (charitable_org) appears in both federal and Alberta provincial funding streams — 6 federal grant/contribution records and 380 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 Athabasca University (non_profit) appears in both federal and Alberta provincial funding streams — 41 federal grant/contribution records and 344 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 MOUNTAIN VIEW SENIORS' HOUSING (charitable_org) appears in both federal and Alberta provincial funding streams — 5 federal grant/contribution records and 365 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 Society for Treatment of Autism (Calgary Region) (non_profit) appears in both federal and Alberta provincial funding streams — 13 federal grant/contribution records and 347 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 BELL CANADA (organization) appears in both federal and Alberta provincial funding streams — 170 federal grant/contribution records and 169 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 TOWN OF HIGH RIVER (organization) appears in both federal and Alberta provincial funding streams — 18 federal grant/contribution records and 321 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 MID-SUN COMMUNITY ASSOCIATION (organization) appears in both federal and Alberta provincial funding streams — 18 federal grant/contribution records and 317 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 VERMILION PLAY DEVELOPMENT PROGRAM (charitable_org) appears in both federal and Alberta provincial funding streams — 8 federal grant/contribution records and 317 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 TOWN OF BONNYVILLE (organization) appears in both federal and Alberta provincial funding streams — 23 federal grant/contribution records and 290 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 Banff Centre (non_profit) appears in both federal and Alberta provincial funding streams — 48 federal grant/contribution records and 265 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 · 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 TERRA CENTRE FOR TEEN PARENTS (charitable_org) appears in both federal and Alberta provincial funding streams — 5 federal grant/contribution records and 307 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 Prospect Human Services Society (non_profit) appears in both federal and Alberta provincial funding streams — 32 federal grant/contribution records and 275 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 Huntington Hills Community Association (non_profit) appears in both federal and Alberta provincial funding streams — 12 federal grant/contribution records and 292 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 CALGARY INTERNATIONAL ACADEMY, LTD. (organization) appears in both federal and Alberta provincial funding streams — 10 federal grant/contribution records and 293 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 IGNITE ALBERTA INSTITUTE FOR LEARNING (charitable_org) appears in both federal and Alberta provincial funding streams — 6 federal grant/contribution records and 291 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 Fun City Day Care Co. Ltd. (company) appears in both federal and Alberta provincial funding streams — 5 federal grant/contribution records and 286 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 STEELE HEIGHTS BAPTIST CHURCH OF EDMONTON, ALBERTA (charitable_org) appears in both federal and Alberta provincial funding streams — 13 federal grant/contribution records and 277 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 PONOKA YOUTH CENTRE ASSOCIATION (charitable_org) appears in both federal and Alberta provincial funding streams — 9 federal grant/contribution records and 277 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 Fort Chipewyan Métis Local 125 of the Métis Nation of Alberta Association (non_profit) appears in both federal and Alberta provincial funding streams — 26 federal grant/contribution records and 259 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 UNIVERSITY OF OTTAWA (organization) appears in both federal and Alberta provincial funding streams — 273 federal grant/contribution records and 9 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 NORTHWESTERN POLYTECHNIC (charitable_org) appears in both federal and Alberta provincial funding streams — 35 federal grant/contribution records and 238 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 Exhibition and Stampede Limited (company) appears in both federal and Alberta provincial funding streams — 18 federal grant/contribution records and 250 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 TOWN OF BEAUMONT (organization) appears in both federal and Alberta provincial funding streams — 48 federal grant/contribution records and 209 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 TOWN OF SYLVAN LAKE (organization) appears in both federal and Alberta provincial funding streams — 24 federal grant/contribution records and 233 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 University nuhelot'ine tthaiyots'i nistameymakânak Blue Quills (non_profit) appears in both federal and Alberta provincial funding streams — 93 federal grant/contribution records and 156 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 STEM LEARNING LAB INC. (organization) appears in both federal and Alberta provincial funding streams — 8 federal grant/contribution records and 236 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 INGLEWOOD CHILD LEARNING CENTRE LTD. (organization) appears in both federal and Alberta provincial funding streams — 5 federal grant/contribution records and 239 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 SMOKY LAKE COUNTY (organization) appears in both federal and Alberta provincial funding streams — 13 federal grant/contribution records and 226 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 Golder Associates Ltd. (company) appears in both federal and Alberta provincial funding streams — 10 federal grant/contribution records and 229 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 · 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 First Nations Technical Services Advisory Group Inc. (non_profit) appears in both federal and Alberta provincial funding streams — 224 federal grant/contribution records and 14 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 · 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 MCKEE AFTER SCHOOL PROGRAM (charitable_org) appears in both federal and Alberta provincial funding streams — 9 federal grant/contribution records and 227 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 Trellis Society for Community Impact (charitable_org) appears in both federal and Alberta provincial funding streams — 64 federal grant/contribution records and 170 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.