Is cave a common noun

No, the noun 'cave' is a concretenoun, a Word for a large underground chamber; a Word for a physical thing.

An abstract noun is a Word for something that can't be experienced by any of the five physical senses; something that can't be seen, heard, smelled, tasted, or touched.