award_id stringlengths 7 14 | recipient stringlengths 17 50 | recipient_uei stringlengths 12 12 | city stringlengths 6 17 | state stringlengths 2 2 | agency stringclasses 3
values | award_class stringclasses 4
values | award_title stringlengths 13 400 ⌀ | vendors_named stringclasses 9
values | rules_in_force stringclasses 4
values | evidence_tier stringclasses 3
values | evidence_level stringclasses 2
values | papers_naming_vendor int64 1 8 | obligated_fy2025_usd float64 -5,161.81 3.18M | obligated_fy2026_usd float64 -4,258.94 118k | period_end stringlengths 10 10 ⌀ | evidence_paper_id stringlengths 11 14 ⌀ | evidence_url stringlengths 32 45 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20196701529321 | AGRICULTURAL RESEARCH SERVICE | DFU3H9H8S7E8 | BELTSVILLE | MD | Department of Agriculture | investigator | WHILE THERE HAVE BEEN SIGNIFICANT ADVANCES IN RESOLVING THE PATTERN AND NATURE OF SINGLE NUCLEOTIDE POLYMORPHISMS (SNPS), SIMILAR REALIZATIONS FOR LARGER, MORE COMPLEX FORMS OF GENETIC VARIATION ARE NOT FULLY ACHIEVED. MANY PAPERS REVEALED THAT GENOMIC STRUCTURAL VARIATIONS OR STRUCTURAL VARIATIONS (SVS) IN SHORT, INCL... | bgi,mgi,novogene | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | likely_paid | sentence | 4 | -5,161.81 | 0 | null | PMC13565877 | https://europepmc.org/article/PMC/PMC13565877 |
20236901439713 | AUBURN UNIVERSITY | DMQNDJDHTDG4 | AUBURN UNIVERSITY | AL | Department of Agriculture | investigator | **AWARDS ISSUED PRIOR TO JANUARY 20, 2025, WERE FUNDED UNDER PREVIOUS ADMINISTRATIONS AND MAY NOT REFLECT THE PRIORITIES AND POLICIES OF THE CURRENT ADMINISTRATION.** LIGHT INTENSITY IS A CRITICAL MANAGEMENT TOOL IN COMMERCIAL BROILER CHICKEN PRODUCTION THAT IS USED TO MANAGE BIRD BEHAVIOR AND SUPPORT PHYSIOLOGICAL NEE... | hikvision | 889-GRANTS:in_force | likely_paid | sentence | 1 | 0 | -4,258.94 | null | PMC12816911 | https://europepmc.org/article/PMC/PMC12816911 |
2340254 | UNIVERSITY OF ILLINOIS | Y8CWNJRCNN91 | URBANA | IL | National Science Foundation | investigator | CAREER: DIGITIZE AND SIMULATE THE LARGE PHYSICAL WORLD VIA KNOWLEDGE-GROUNDED SCENE REPRESENTATION -NUMEROUS FIELDS, SUCH AS AGRICULTURAL ROBOTICS, NECESSITATE THAT HUMANS AND INTELLIGENT AGENTS HAVE A SHARED UNDERSTANDING OF THE PHYSICAL WORLD TO BE ABLE TO MAKE INFORMED DECISIONS. THIS REQUIRES THAT INTELLIGENT MACHI... | dji | ASDA-1825:in_force_funds_active | likely_paid | sentence | 1 | 113,794 | 117,909 | null | OA:W4404451428 | https://openalex.org/W4404451428 |
P30AI152501 | UNIVERSITY OF CALIFORNIA, LOS ANGELES | RN64EPNH8JC6 | LOS ANGELES | CA | Department of Health and Human Services | center_program | UCLA-CDU CFAR | mgi | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | broad | sentence | 1 | 2,250,002 | 0 | 2027-03-31 | PMC12915527 | https://europepmc.org/article/PMC/PMC12915527 |
R00HL155845 | NORTHWESTERN UNIVERSITY | KG76WYENL5K1 | EVANSTON | IL | Department of Health and Human Services | investigator | null | bgi,mgi | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | broad | section_hit_only | 1 | 0 | 0 | null | null | null |
R01AI136877 | RUSH UNIVERSITY MEDICAL CENTER | C155UU2TXCP3 | CHICAGO | IL | Department of Health and Human Services | investigator | null | bgi,mgi | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | likely_paid | sentence | 2 | -0.47 | 0 | null | PMC13399507 | https://europepmc.org/article/PMC/PMC13399507 |
R01AI168163 | PRESIDENT AND FELLOWS OF HARVARD COLLEGE | UNVDZNFA8R29 | CAMBRIDGE | MA | Department of Health and Human Services | investigator | Molecular basis of antimalarial drug resistance in Plasmodium vivax | bgi | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | broad | section_hit_only | 1 | 805,801 | 0 | 2027-02-28 | null | null |
R01AR079150 | UNIVERSITY OF CALIFORNIA IRVINE | MJC5FCYQTPE6 | IRVINE | CA | Department of Health and Human Services | investigator | Tissue Size and Precision Control in Growing Hair Follicles | bgi,mgi,novogene | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | broad | sentence | 2 | 531,355 | 0 | 2026-11-30 | PMC12959975 | https://europepmc.org/article/PMC/PMC12959975 |
R01AR083368 | CHILDRENS HOSPITAL MEDICAL CENTER | JZD1HLM2ZU83 | CINCINNATI | OH | Department of Health and Human Services | investigator | Development and optimization of skeletal muscle delivery vehicles | mgi | BIOSECURE-851:no_grace_runs_past_effective;UFLPA-IMPORT:import_presumption_since_2026-10-29 | broad | sentence | 1 | 472,543 | 0 | 2029-05-31 | OA:W7117482858 | https://openalex.org/W7117482858 |
R01DC017139 | NORTH CAROLINA STATE UNIVERSITY | U3NVH931QJJ3 | RALEIGH | NC | Department of Health and Human Services | investigator | null | mgi | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | broad | section_hit_only | 1 | 0 | 0 | null | null | null |
R01DC017743 | NORTH CAROLINA STATE UNIVERSITY | U3NVH931QJJ3 | RALEIGH | NC | Department of Health and Human Services | investigator | null | mgi | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | broad | section_hit_only | 1 | 0 | 0 | null | null | null |
R01DK126721 | VANDERBILT UNIVERSITY MEDICAL CENTER | GYLUH9UXHDX5 | NASHVILLE | TN | Department of Health and Human Services | investigator | null | mgi | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | broad | sentence | 1 | 389,664 | 0 | null | OA:W7212292332 | https://openalex.org/W7212292332 |
R01GM151373 | UNIVERSITY OF SOUTHERN CALIFORNIA | G88KLJR3KYT5 | LOS ANGELES | CA | Department of Health and Human Services | investigator | Chicken embryonic stem cells | mgi,novogene,wuxi_apptec | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | likely_paid | sentence | 3 | 332,000 | 0 | 2027-04-30 | PMC13424318 | https://europepmc.org/article/PMC/PMC13424318 |
R01HL142624 | UNIVERSITY OF WASHINGTON | HD1WMN6945W6 | SEATTLE | WA | Department of Health and Human Services | investigator | Uncovering The Mechanogenomic Basis For Cardiac Plasticity | bgi | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | broad | sentence | 3 | 651,762 | 0 | 2028-05-31 | PMC13372850 | https://europepmc.org/article/PMC/PMC13372850 |
R01HL162783 | BRIGHAM & WOMENS HOSPITAL INC | QN6MS4VN7BD1 | BOSTON | MA | Department of Health and Human Services | investigator | Molecular understanding of the GSDMB-regulated innate immune response | mgi | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | broad | section_hit_only | 1 | 0 | 0 | 2026-11-30 | null | null |
R01MH131610 | RUTGERS THE STATE UNIVERSITY OF NEW JERSEY | YVVTQD8CJC79 | NEWARK | NJ | Department of Health and Human Services | investigator | Common schizophrenia variants functioning in developmental human cortical interneurons | bgi,novogene | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | narrow | sentence | 1 | 725,379 | 0 | 2028-04-30 | PMC13464456 | https://europepmc.org/article/PMC/PMC13464456 |
R01NS117104 | MAYO CLINIC JACKSONVILLE (A NONPROFIT CORPORATION) | GKPBCFV1QMM3 | JACKSONVILLE | FL | Department of Health and Human Services | investigator | null | mgi | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | broad | sentence | 1 | 95,275 | 0 | null | PMC12643497 | https://europepmc.org/article/PMC/PMC12643497 |
R01NS134932 | WASHINGTON UNIVERSITY, THE | L6NFUM28LQM5 | SAINT LOUIS | MO | Department of Health and Human Services | investigator | Harnessing mitochondria transfer pathways to ameliorate Leigh Syndrome-like disease | mgi | BIOSECURE-851:no_grace_runs_past_effective;UFLPA-IMPORT:import_presumption_since_2026-10-29 | broad | section_hit_only | 1 | 590,653 | 0 | 2029-06-30 | null | null |
R35CA220483 | TRUSTEES OF THE UNIVERSITY OF PENNSYLVANIA, THE | GM1XX56LEP58 | PHILADELPHIA | PA | Department of Health and Human Services | investigator | Metabolic Influences on Complex Tumor Neighborhoods | bgi,mgi,novogene | BIOSECURE-851:no_grace_runs_past_effective;UFLPA-IMPORT:import_presumption_since_2026-10-29 | broad | sentence | 3 | 975,000 | 0 | 2030-07-31 | PMC12215836 | https://europepmc.org/article/PMC/PMC12215836 |
R35GM136393 | UNIVERSITY OF MASSACHUSETTS MEDICAL SCHOOL | MQE2JHHJW9Q8 | WORCESTER | MA | Department of Health and Human Services | investigator | null | bgi | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | likely_paid | sentence | 1 | 0 | 0 | null | PMC13581019 | https://europepmc.org/article/PMC/PMC13581019 |
R56AR081251 | WASHINGTON UNIVERSITY, THE | L6NFUM28LQM5 | SAINT LOUIS | MO | Department of Health and Human Services | investigator | null | bgi,mgi | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | broad | sentence | 1 | -832.88 | 0 | null | PMC12855016 | https://europepmc.org/article/PMC/PMC12855016 |
T32HL116275 | THE GENERAL HOSPITAL CORPORATION | FLJ7DQKLL226 | BOSTON | MA | Department of Health and Human Services | training | Research Training in Pulmonary Immunology and Allergy at Massachusetts General Hospital | bgi,mgi | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | broad | sentence | 1 | 740,926 | 0 | 2028-06-30 | PMC13586800 | https://europepmc.org/article/PMC/PMC13586800 |
U01HL166058 | THE CHILDREN'S HOSPITAL OF PHILADELPHIA | G7MQPLSUX1L4 | PHILADELPHIA | PA | Department of Health and Human Services | research_other | null | mgi | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | broad | sentence | 1 | 492,318 | 0 | null | PMC12800341 | https://europepmc.org/article/PMC/PMC12800341 |
UG1EY033293 | THE JOHNS HOPKINS UNIVERSITY | FTMTDMBR29C7 | BALTIMORE | MD | Department of Health and Human Services | center_program | NAC Attack, a phase-3, multicenter, randomized, placebo-controlled trial in patients with retinitis pigmentosa | bgi | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | broad | sentence | 1 | 3,183,918 | 0 | 2027-07-31 | PMC12807869 | https://europepmc.org/article/PMC/PMC12807869 |
UM1HG006348 | BAYLOR COLLEGE OF MEDICINE | FXKMA43NTV21 | HOUSTON | TX | Department of Health and Human Services | center_program | The BCM Knockout Mouse Production and Phenotyping Project (BCM KOMP2) | mgi,novogene | BIOSECURE-851:no_grace;UFLPA-IMPORT:import_presumption_since_2026-10-29 | narrow | sentence | 8 | 2,303,000 | 0 | 2027-06-30 | PMC13432951 | https://europepmc.org/article/PMC/PMC13432951 |
Exposure Ledger: free sample (Tensorust LLC)
906 federal research awards ($916M FY2025) with a banned-vendor consequence in force now.
906 federal research awards ($916.4M of FY2025 obligations, 209 recipient institutions) where a 2025-26 paper citing the award names a product from a vendor on a U.S. banned-vendor list, and at least one consequence of that listing binds now.
This repository is a free teaser, not the dataset. It holds 25 example rows (picked at random, sorted by name, not a ranking) and a summary table with no names in it. The full file has 906 rows and is sold by Tensorust LLC: https://tensorust.com/datasets/exposure-ledger/.
Files here
| file | what it is |
|---|---|
sample.csv |
25 random rows of the full file, same columns |
summary_by_agency.csv |
row counts and totals by agency across the full file, no entity names (groups with fewer than 3 rows are folded into "Other") |
Summary by agency
| Agency | rows | FY2025 obligations (USD) |
|---|---|---|
| Department of Health and Human Services | 759 | 756,258,473 |
| National Science Foundation | 62 | 93,460,988 |
| Department of Agriculture | 29 | 12,869,394 |
| Department of Defense | 25 | 11,558,344 |
| National Aeronautics and Space Administration | 20 | 9,536,444 |
| Department of Energy | 6 | 4,149,990 |
| Other (groups under 3 rows) | 5 | 28,523,010 |
| TOTAL | 906 | 916,356,643 |
Columns
award_id, recipient, recipient_uei, city, state, agency, award_class, award_title, vendors_named, rules_in_force, evidence_tier, evidence_level, papers_naming_vendor, obligated_fy2025_usd, obligated_fy2026_usd, period_end, evidence_paper_id, evidence_url
A row means a paper that cites the award names the vendor's product; it does not mean the award paid the vendor, or that anyone broke a rule. Dollars are whole-award obligations. No investigator names are included.
Get the full file
| tier | price | includes |
|---|---|---|
| Award Evidence File | $2,500 | One university's federal awards whose papers name a listed company, scored under each rule with the evidence sentence, as a file the office can keep. Delivered in 3 business days. |
| Team | $14,999 a year | Five users across research security, post-award, procurement, export control and internal audit; 250,000 workspace lines a year; API access. |
| Institution license | $60,000 a year ($50M to $500M federal R&D) or $150,000 a year ($500M+) | Institution-wide license, unlimited uploads, certification packet. |
Email mattbusel@tensorust.com with the tier and a billing contact, and we will send a proper invoice (ACH or card). The file is delivered once the invoice is paid. Details: https://tensorust.com/datasets/exposure-ledger/. All datasets: https://tensorust.com/datasets/ . Regulatory filings these numbers went into: https://tensorust.com/filings/
License
The sample and summary here are free to view, analyze and cite with attribution to "Tensorust LLC, https://tensorust.com/datasets/exposure-ledger/". The full dataset is licensed separately per tier. No resale or redistribution of Tensorust data without a written license.
Tensorust LLC, Tuckahoe NY. mattbusel@tensorust.com | https://tensorust.com
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