Well no they wouldn't know would they if Ma & Pa had been in cahoots, but to them it's still their Dad they lost for whatever reason poor things.
I wonder if he just turned up on the doorstep "Hello Son"?
Or did one of them see him somewhere & persuade him to go to police station.
Curiouser & curiouser as Alice said.