Is it backbiting if I speak about something done to me without the other person knowing who it is I'm referring to. So for example I say my neighbor did so and so to upset me, given that the person I'm talking to doesn't know who my neighbor is, would that still count as gheeba?

The neighbour can be identified later and is being specifically identified so you should not say anything about them that is hidden from people and they don’t like