An ontology of set systems with hundreds of computable classes and their inclusions is available on github. It looks like this when seen in Protege:
An upper ontology based upon set theory would primarily be concerned with set systems like these and their relations to one another. I have concluded, however, that categorical logic and topos theory provide a better foundation for mathematical ontologies.
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