The Caribbean is an area, territory or land that people inhabit or originate from. Now people may ask what island or area in the Caribbean you come from, or if you are Latin or African, but at least it is an area or region.

I wouldn’t define it an ethnicity.... but it would let me know that you are either African or Latin, and your language would be be specific about that.