What is the proper noun for ocean?

There isn't a single proper noun for "ocean" in the same way there are for specific oceans like the Atlantic Ocean or the Pacific Ocean.

"Ocean" is a common noun, referring to a large body of salt water.

If you're looking for a poetic or metaphorical term, you could use "The Great Ocean" or "The World Ocean," but these are not technically proper nouns.