Abstract: We consider features of object domain “Substances and materials properties” treated as a testing area for development of ap-proaches to the integrity of science DB. Specific exam-ples illustrate capabilities of the ontological modeling for the semantic integration of numerical data. A gen-eral sketch of the ontology is proposed for thermody-namic data of pure compounds.