Writing brief. This essay has been assigned but the manuscript is not yet written or approved. What follows is the commissioning brief: its question, outline, evidence instructions, and review requirements.
Central question
What evidence would justify funding shared knowledge?
Reader promise
What donors, institutions, and industry need before investing. The reader will understand why each kind of funder asks a different question, what a documented investment case looks like, and why a grant is not a return.
Required development
- Compare the perspectives of government, foundations, health systems, radiopharmaceutical and biopharma companies, startups, insurers, and patient-advocacy organizations. For each, state the problem shared meaning is expected to solve, the time horizon, and the form of evidence that would persuade.
- Research named investment cases. Identify public funding of terminologies, ontologies, or mapping infrastructure where the sponsor, recipient, amount and currency, period, stated objective, and documented outcome can all be verified from award records, annual reports, or funder statements.
- Distinguish grants from revenue. Explain the difference between a one-time award, a membership or licensing model, a national subscription, and in-kind contribution, and what each implies for durability.
- Describe stewardship costs and evaluation. Set out the recurring work (editorial review, versioning, user support, governance) and propose how a funder could evaluate whether the investment is delivering.
Evidence and review
Evidence to obtain: award records from public research funders; annual reports and financial statements of terminology and ontology organizations; published funder statements explaining the purpose of an award; any independent evaluation of a funded terminology program.
Google, Microsoft, Nvidia, and aerospace companies were mentioned in the earlier conversation as possible examples. They are research leads only. None may appear in the manuscript as an investment case unless a documented record establishes the mechanism, amount, period, recipient, purpose, and outcome. The earlier conversation's approximately 30 percent data-quality figure is excluded from this essay and must not be reused as a verified statistic.
Review concern: a grant announcement converted into a demonstrated return on investment. The manuscript must separate observed outcomes, modeled savings, and hoped-for benefits, and must not invent a funding commitment or date for NucLex itself.
Planned internal links
Ontology, Data quality, Semantic interoperability, Provenance, Human review, and Provenance and evidence for the longer treatment. Link at the point of use.
Review requirements
Source check of every amount, date, recipient, and purpose against the original record. Domain review by someone with research-funding or health-system finance experience. Editorial check that every named organization is backed by a documented case or removed.