Could Philip and Elizabeth have moved to a different house without causing suspicion so they wouldn't have to live next to an FBI agent?
I did find it weird that Philip and Elizabeth didn't move to a different house later in the show as living next to an FBI agent would be a risk especially if they needed to do sensitive missions that meant having evidence nearby.