Running pattern detector against the corpus
The dataset shows contracts that started small and grew at least threefold through amendments — surfacing procurement relationships that may have outgrown their original justification.
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 · agreement_value is cumulative (F-3): original = amendment-0 row ≥ $100K · final = highest-amendment row · final/original ≥ 3.0 AND ≥ p90 of growth ratios among amended agreements in the same program · ≥ 1 amendment row · chains keyed by (ref_number, BN|legal name) per F-1 · signal = growth ratio
The dataset shows record 064-2019-2020-Q2-00185 (Security Council Report, Inc. · Global Affairs Canada | Affaires mondiales Canada) growing from $470,000 initial commitment to $1,611,526 current commitment across 1 amendment — a 3.4× expansion, above the 90th percentile (3.4×) of amended agreements in "Peace and Stabilization Operations".
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).
Once a match is identified, the dataset suggests these review actions. Glassbox does not prescribe outcomes — these are calibrated options for funders, auditors, and program officers, framed as correlations to investigate.
Pull the amendment 0 record. If procurement_method indicates competitive, the growth ratio is the signal. If it was sole-source from the start, the pattern is different (and may be normal).
Within the same department + program, what is the median growth ratio? Glassbox can produce that distribution. If this match sits in the top decile of growth, it warrants extra scrutiny.
Each amendment row is a published decision. Read the descriptions for purpose drift (also flagged separately as amendment-purpose-drift). Sustained scope expansion across multiple amendments without re-procurement is the review-worthy signal.
Departments with policies on amendment caps (e.g. 2× original within 5 years) can use this match to surface agreements that crossed the threshold and were not refreshed.
These are calibrated suggestions, not directives. The dataset shows the pattern; the funder decides the response.
Aggregated from the matches below. Severity bands are calibrated per pattern; counts and dollar totals reflect this snapshot only.
The dataset shows record 141-2020-2021-Q1-00091 (Administration Regionale Kativik · Employment and Social Development Canada | Emploi et Développement social Canada) growing from $1,542,926 initial commitment to $5,261,211 current commitment across 2 amendments — a 3.4× expansion, above the 90th percentile (3.0×) of amended agreements in "IELCC - Inuit".
The dataset shows record 172-2025-2026-Q4-1038363 (Zemfyre Inc. · National Research Council Canada | Conseil national de recherches Canada) growing from $125,000 initial commitment to $425,000 current commitment across 1 amendment — a 3.4× expansion, above the 90th percentile (1.8×) of amended agreements in "Industrial Research Assistance Program".
The dataset shows record 236-2023-2024-Q4-00200 (Lunsky, Yona J · Canadian Institutes of Health Research | Instituts de recherche en santé du Canada) growing from $104,024 initial commitment to $353,682 current commitment across 1 amendment — a 3.4× expansion, above the 90th percentile (1.4×) of amended agreements in "Research in Priority Areas".
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 record 141-2018-2019-Q2-00611 (Community Foundations of Canada · Employment and Social Development Canada | Emploi et Développement social Canada) growing from $924,944 initial commitment to $3,142,929 current commitment across 5 amendments — a 3.4× expansion, above the 90th percentile (3.0×) of amended agreements in "CSC - Opportunities - national".
The dataset shows record 172-2021-2022-Q4-982708 (Machitech inc. · National Research Council Canada | Conseil national de recherches Canada) growing from $114,135 initial commitment to $383,000 current commitment across 2 amendments — a 3.4× expansion, above the 90th percentile (1.7×) of amended agreements in "Industrial Research Assistance Program – Contributions to Firms".
The dataset shows record 172-2021-2022-Q1-972993 (Raven Telemetry Inc. · National Research Council Canada | Conseil national de recherches Canada) growing from $150,000 initial commitment to $500,000 current commitment across 1 amendment — a 3.3× expansion, above the 90th percentile (1.7×) of amended agreements in "Industrial Research Assistance Program – Contributions to Firms".
The dataset shows record 172-2022-2023-Q1-990255 (Granify Inc. · National Research Council Canada | Conseil national de recherches Canada) growing from $150,000 initial commitment to $500,000 current commitment across 2 amendments — a 3.3× expansion, above the 90th percentile (1.7×) of amended agreements in "Industrial Research Assistance Program – Contributions to Firms".
The dataset shows record 172-2024-2025-Q2-1019485 (Moducore Canada Ltd. · National Research Council Canada | Conseil national de recherches Canada) growing from $150,000 initial commitment to $500,000 current commitment across 2 amendments — a 3.3× expansion, above the 90th percentile (1.8×) of amended agreements in "Industrial Research Assistance Program".
The dataset shows record 172-2021-2022-Q2-977325 (Conception GENIK inc. · National Research Council Canada | Conseil national de recherches Canada) growing from $205,000 initial commitment to $678,500 current commitment across 3 amendments — a 3.3× expansion, above the 90th percentile (1.7×) of amended agreements in "Industrial Research Assistance Program – Contributions to Firms".
The dataset shows record 172-2021-2022-Q1-974123 (Fortis Structures Ltd. · National Research Council Canada | Conseil national de recherches Canada) growing from $130,000 initial commitment to $430,000 current commitment across 1 amendment — a 3.3× expansion, above the 90th percentile (1.7×) of amended agreements in "Industrial Research Assistance Program – Contributions to Firms".
The dataset shows record 172-2022-2023-Q3-996053 (Glacies Technologies inc. · National Research Council Canada | Conseil national de recherches Canada) growing from $100,000 initial commitment to $330,000 current commitment across 3 amendments — a 3.3× expansion, above the 90th percentile (1.7×) of amended agreements in "Industrial Research Assistance Program – Contributions to Firms".
The dataset shows record 064-2024-2025-Q2-00446 (Justice Rapid Response-JRR Associat · Global Affairs Canada | Affaires mondiales Canada) growing from $2,999,992 initial commitment to $9,862,464 current commitment across 2 amendments — a 3.3× expansion, above the 90th percentile (1.8×) of amended agreements in the same program.
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 record 064-2024-2025-Q2-00699 (Carnegie Endowment for Internationa Peace · Global Affairs Canada | Affaires mondiales Canada) growing from $242,086 initial commitment to $785,830 current commitment across 1 amendment — a 3.2× expansion, above the 90th percentile (1.8×) of amended agreements in the same program.
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 record 033-2020-2021-Q2-815623 (Pinnguaq Association · Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada) growing from $2,520,000 initial commitment to $8,173,759 current commitment across 5 amendments — a 3.2× expansion, above the 90th percentile (2.5×) of amended agreements in "Digital Skills for Youth".
The dataset shows record 172-2020-2021-Q1-949034 (Larus Technologies Corporation · National Research Council Canada | Conseil national de recherches Canada) growing from $125,000 initial commitment to $400,000 current commitment across 1 amendment — a 3.2× expansion, above the 90th percentile (1.7×) of amended agreements in "Industrial Research Assistance Program – Contributions to Firms".
The dataset shows record 172-2021-2022-Q1-971144 (Kudos Inc. · National Research Council Canada | Conseil national de recherches Canada) growing from $150,000 initial commitment to $480,000 current commitment across 2 amendments — a 3.2× expansion, above the 90th percentile (1.7×) of amended agreements in "Industrial Research Assistance Program – Contributions to Firms".
The dataset shows record 064-2024-2025-Q2-00735 (WFP - World Food Programme · Global Affairs Canada | Affaires mondiales Canada) growing from $10,000,000 initial commitment to $32,000,000 current commitment across 1 amendment — a 3.2× expansion, above the 90th percentile (1.8×) of amended agreements in the same program.
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 record 110_2019_2020_Q1_1007 (Poissant, Jocelyn · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $140,000 initial commitment to $448,000 current commitment across 3 amendments — a 3.2× expansion, above the 90th percentile (2.0×) of amended agreements in "Discovery Research".
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 record 110_2019_2020_Q1_704 (Stefanakis, Emmanuel · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $215,000 initial commitment to $688,000 current commitment across 3 amendments — a 3.2× expansion, above the 90th percentile (2.0×) of amended agreements in "Discovery Research".
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 record 110_2019_2020_Q1_762 (Zhou, Julie · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $125,000 initial commitment to $400,000 current commitment across 3 amendments — a 3.2× expansion, above the 90th percentile (2.0×) of amended agreements in "Discovery Research".
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 record 110_2019_2020_Q1_805 (Ramanna, Sheela · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $115,000 initial commitment to $368,000 current commitment across 3 amendments — a 3.2× expansion, above the 90th percentile (2.0×) of amended agreements in "Discovery Research".
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 record 110_2019_2020_Q1_884 (Milner, Valery · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $250,000 initial commitment to $800,000 current commitment across 3 amendments — a 3.2× expansion, above the 90th percentile (2.0×) of amended agreements in "Discovery Research".
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 record 110_2019_2020_Q1_929 (Yang, Herbert · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $240,000 initial commitment to $768,000 current commitment across 3 amendments — a 3.2× expansion, above the 90th percentile (2.0×) of amended agreements in "Discovery Research".
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 record 110_2018_2019_Q1_3955 (Orr, Robert · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $1,069,000 initial commitment to $3,415,000 current commitment across 2 amendments — a 3.2× expansion, above the 90th percentile (2.0×) of amended agreements in "Discovery Research".
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 record 086-2023-2024-Q2-00017 (UNIVERSITE LAVAL, PAVILLON · Fisheries and Oceans Canada | Pêches et Océans Canada) growing from $370,414 initial commitment to $1,177,803 current commitment across 2 amendments — a 3.2× expansion, above the 90th percentile (1.0×) of amended agreements in "Quebec Fisheries Fund (QFF)".
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 record 172-2023-2024-Q3-1011921 (REIMAGINE AI INC. · National Research Council Canada | Conseil national de recherches Canada) growing from $150,000 initial commitment to $475,000 current commitment across 7 amendments — a 3.2× expansion, above the 90th percentile (1.7×) of amended agreements in "Industrial Research Assistance Program – Contributions to Firms".
The dataset shows record GC-2018-Q1-00120 (SAVE THE CHILDREN CANADA|Aide à l'enfance Canada · Global Affairs Canada | Affaires mondiales Canada) growing from $1,900,000 initial commitment to $6,000,000 current commitment across 1 amendment — a 3.2× expansion, above the 90th percentile (1.8×) of amended agreements in the same program.
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 record 141-2024-2025-Q1-00022 (Abilities Connected Employment Project Inc. · Employment and Social Development Canada | Emploi et Développement social Canada) growing from $404,982 initial commitment to $1,278,134 current commitment across 2 amendments — a 3.2× expansion, above the 90th percentile (2.1×) of amended agreements in "Opportunities Fund - Project".
The dataset shows record 099-2018-2019-04-00014 (Aseniwuche Winewak Nation · Environment and Climate Change Canada | Environnement et Changement climatique Canada) growing from $279,025 initial commitment to $879,685 current commitment across 1 amendment — a 3.2× expansion, above the 90th percentile (1.8×) of amended agreements in the same program.
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 record 172-2020-2021-Q2-954037 (Consortium MEDTEQ+ · National Research Council Canada | Conseil national de recherches Canada) growing from $225,000 initial commitment to $704,000 current commitment across 2 amendments — a 3.1× expansion, above the 90th percentile (2.3×) of amended agreements in "Industrial Research Assistance Program – Contributions to Organizations".
The dataset shows record 014-2024-2025-Q3-00084 (District of Parry Sound Employment Service · Employment and Social Development Canada | Emploi et Développement social Canada) growing from $116,211 initial commitment to $363,268 current commitment across 3 amendments — a 3.1× expansion, above the 90th percentile (2.0×) of amended agreements in "Youth Employment and Skills Strategy".
The dataset shows record 064-2020-2021-Q3-00314 (Parliamentary Centre · Global Affairs Canada | Affaires mondiales Canada) growing from $249,979 initial commitment to $781,151 current commitment across 3 amendments — a 3.1× expansion, above the 90th percentile (2.6×) of amended agreements in "Office of Human Rights, Freedoms and Inclusion Programming".
The dataset shows record 033-2018-2019-Q3-511833 (Smart Communities Society · Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada) growing from $401,357 initial commitment to $1,251,357 current commitment across 6 amendments — a 3.1× expansion, above the 90th percentile (2.3×) of amended agreements in "Computers for Schools Intern Program".
The dataset shows record 172-2022-2023-Q3-999334 (Innovation Factory · National Research Council Canada | Conseil national de recherches Canada) growing from $435,000 initial commitment to $1,355,297 current commitment across 2 amendments — a 3.1× expansion, above the 90th percentile (2.3×) of amended agreements in "Industrial Research Assistance Program – Contributions to Organizations".
The dataset shows record 172-2022-2023-Q3-995331 (Alberta Innovates · National Research Council Canada | Conseil national de recherches Canada) growing from $115,000 initial commitment to $356,500 current commitment across 2 amendments — a 3.1× expansion, above the 90th percentile (1.7×) of amended agreements in "Industrial Research Assistance Program – Contributions to Firms".
The dataset shows record 172-2025-2026-Q3-1037368 (Le réseau des centres de transfert de techno. des cégeps du Québec inc. · National Research Council Canada | Conseil national de recherches Canada) growing from $200,001 initial commitment to $620,001 current commitment across 1 amendment — a 3.1× expansion, above the 90th percentile (1.8×) of amended agreements in "Industrial Research Assistance Program".
The dataset shows record 110_2022_2023_Q2_4102 (Désilets, Pascal · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $1,000,000 initial commitment to $3,098,875 current commitment across 3 amendments — a 3.1× expansion, above the 90th percentile (1.1×) of amended agreements in "Research Partnerships".
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 record 110_2022_2023_Q2_4105 (Larocque, Timothy · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $750,000 initial commitment to $2,324,156 current commitment across 3 amendments — a 3.1× expansion, above the 90th percentile (1.1×) of amended agreements in "Research Partnerships".
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 record 110_2022_2023_Q2_4106 (MacDonald, Terri · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $1,000,000 initial commitment to $3,098,875 current commitment across 3 amendments — a 3.1× expansion, above the 90th percentile (1.1×) of amended agreements in "Research Partnerships".
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 record 110_2022_2023_Q2_4108 (Marin, Gheorghe · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $1,000,000 initial commitment to $3,098,875 current commitment across 3 amendments — a 3.1× expansion, above the 90th percentile (1.1×) of amended agreements in "Research Partnerships".
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 record 110_2022_2023_Q2_4109 (Gale, Richard · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $1,000,000 initial commitment to $3,098,875 current commitment across 3 amendments — a 3.1× expansion, above the 90th percentile (1.1×) of amended agreements in "Research Partnerships".
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 record 110_2022_2023_Q2_4110 (Tabata, Naomi · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $1,000,000 initial commitment to $3,098,875 current commitment across 3 amendments — a 3.1× expansion, above the 90th percentile (1.1×) of amended agreements in "Research Partnerships".
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 record 110_2022_2023_Q2_4111 (Benoit, Lana · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $1,000,000 initial commitment to $3,098,875 current commitment across 3 amendments — a 3.1× expansion, above the 90th percentile (1.1×) of amended agreements in "Research Partnerships".
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 record 110_2022_2023_Q2_4114 (Bellemare, Renaud · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $750,000 initial commitment to $2,324,156 current commitment across 3 amendments — a 3.1× expansion, above the 90th percentile (1.1×) of amended agreements in "Research Partnerships".
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 record 110_2022_2023_Q2_4115 (Craig, Robin · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $1,000,000 initial commitment to $3,098,875 current commitment across 3 amendments — a 3.1× expansion, above the 90th percentile (1.1×) of amended agreements in "Research Partnerships".
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 record 110_2022_2023_Q2_4122 (Dufour, Isabelle · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $1,000,000 initial commitment to $3,098,875 current commitment across 3 amendments — a 3.1× expansion, above the 90th percentile (1.1×) of amended agreements in "Research Partnerships".
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 record 110_2022_2023_Q2_4123 (Goble, Erika · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $750,000 initial commitment to $2,324,156 current commitment across 3 amendments — a 3.1× expansion, above the 90th percentile (1.1×) of amended agreements in "Research Partnerships".
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 record 110_2022_2023_Q2_4125 (Goundrey, Andhra · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $1,000,000 initial commitment to $3,098,875 current commitment across 3 amendments — a 3.1× expansion, above the 90th percentile (1.1×) of amended agreements in "Research Partnerships".
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 record 110_2022_2023_Q2_4127 (Hore, Tim · Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada) growing from $750,000 initial commitment to $2,324,156 current commitment across 3 amendments — a 3.1× expansion, above the 90th percentile (1.1×) of amended agreements in "Research Partnerships".
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).