For Science

Everything worth keeping track of.

In research, that means a company, a person, a place, a paper, a dataset, a patent, a grant, a lab, an instrument, a chemical, a gene, a physical sample. OpenData.org links them all in one open source graph with provenance at its core.

ORGANIZATIONSLOCATIONSPEOPLEORCIDDOIISSN · ROR · RRIDOPENDATA.ORGTHE BUSINESS SILOTHE SCIENCE SILOTHE ROSETTA STONE · CONNECTING SILOS OF INFORMATION
01 — The IDs exist

Science already has IDs. Now they connect.

Researchers have ORCIDs. Publications and datasets have DOIs. Research organizations have ROR. Lab resources have RRIDs. Physical samples have IGSNs. Clinical trials have NCT numbers. Chemicals have CAS or PubChem IDs. Genes and proteins have UniProt or NCBI IDs. Inventions have patent numbers. OpenData.org brings these ID systems together the way it brings UEI, LEI, and FIGI together: one graph, no new IDs invented.

PAPER · DOI 10.1093AUTHOR · ORCIDAUTHOR · ORCIDFUNDER · RORDATASET · DOI — CONNECTED
02 — Why it matters

Why it matters for research.

Almost every scientific workflow revolves around a specific entity: a lab, researcher, funder, project, sensor, or published result. When a model can reliably tell which is which and how they interrelate, its answers become more accurate and easier to validate. A shared, verified reference layer helps trace where facts came from and connects datasets that would otherwise stay siloed.

PATENT · USPTO 11,204,338LAB · RORINSTRUMENT · RRIDCOMPANY · ODC — CONNECTED
03 — Open source for research

Open for research use.

SAMPLE · IGSNSITE · PLACEKEYDATASET · DOI — CONNECTED
/ MODELS

Pretraining, fine-tuning, and context extension of open-weight models.

/ RESEARCH

Research, discovery, and reproducibility work by researchers, national labs, universities, and the open source community.

/ REFERENCE DATA

Reference data spanning organizations, people, places, publications, and scientific evidence.

/ INFRASTRUCTURE

Knowledge graphs, grounding layers, entity resolution, benchmarks, and retrieval systems.

Aligned with the mission.

Consistent with the mission of America's AI Action Plan, OpenData.org works to eliminate the silos that exist across disparate agencies, methods, and datasets, with every record traceable to official public sources.

04 — Powered by OpenData.org

Biomedical research, powered by OpenData.org.

BioLinea, built by BrightQuery, validates biomedical research claims by tracing them to their evidence sources — every statement grounded in canonical ontologies for genes, variants, diseases, and drugs, and verified against primary sources.

See BioLinea Live
biolinea.brightquery.aiLIVE
BioLinea grounding a biomedical claim to canonical concepts
05 — Powered by OpenData.org

Supply chain intelligence, powered by OpenData.org.

In partnership with Pacific Northwest National Laboratory

Strata, built by BrightQuery, maps supply chain dependence on the open graph: which critical inputs the United States sources from companies in China, Brazil, the Congo, and beyond, traced through verified corporate and trade relationships.

See Strata LiveThe PNNL Collaboration →
strata.brightquery.aiLIVE
Strata answering questions about the global mineral supply chain

The Overture Maps connection.

A joint development effort for open, interoperable map data. Geospatial plus entity identifiers: know which company owns or operates every location, crosswalk GERS, OSM, and Placekey, and connect the physical world to the entities operating in it.

Built in the open. Grown by its members.

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Nonprofits, academic institutions, and government agencies receive free membership.