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It's not a mile deep, but I think the depth isn't the problem here:

This is the one I was referring to, though I guess it's just over half a kilometer deep: https://en.m.wikipedia.org/wiki/Onkalo_spent_nuclear_fuel_re...

The Asse II site used an existing mine to avoid having to excavate a new tunnel, which subsequently flooded.