With a combination of old and new genetic techniques they could narrow down this search. I bet if you traced the family trees they'll be about as inbred as an amazonian tribe. Using modern techniques you can relatively cheaply map a persons entire genome, look for similiarities amongst the families comparing with an outsiders.