Is there anyway you can keep her inside in your house so that she doesn't get out?

Is it possible that the neighbor's house had at one time been her house??? Maybe she was there before you and the neighbors? Not sure how long you have been, or the neighbors have been, in your respective houses.

Also, welcome to PetTalk!! Where in Israel do you live? I have friends who live in Egypt.