Translation:Do you know your neighbor?
Neighbors should be ok too.
"Do you recognize your neighbor?" should be accepted.
That's more of 认得出 or 认出 with an optional 能 in front.
In the "type what you hear" exercise I did submit the exact same answer as the correct one and got marked as a mistake!