Comment by HPsquared
I suppose this "earth apple" formulation coming up in several languages is partly because potatoes are from the New World, and Old World languages won't have a "traditional" word for them. Whereas in English it's basically a loanword.
It also makes more sense when you realize that 1) pomme in older French meant fruit generally, not apples specifically, and 2) sweet potatoes were introduced to Europe well before white potatoes were. So "earth fruit" seems fitting.