That's all I can find - no birth, marriage or death and no census after that.

Nothing for William either.
I wonder if Benjamin, Caroline and the two younger children did emigrate and left Joseph behind? If so, they must have gone before 1871 and there aren't many passenger lists then. I think your family do this on purpose, they aren't the first to disappear are they?
