Israel, contrary to generally agreed upon international law, considers East Jerusalem as a part of Israel. The autochtonous Palestinians living there are eligible for Israeli citizenship which would allow them to vote. However only a tiny fraction has gotten Israeli citizenship as that would legitimise the annexation.
https://en.wikipedia.org/wiki/Israeli_citizenship_law#Annexe...