When you become a US citizen they ask you to renounce other citizenships. At least it was the case the for me.
Makes no mention of giving up citizenship or passport-holding, just allegiance.
My understanding is that they can't really enforce this. You can still hold multiple citizenships even if its against the rules.
Ref: https://en.wikipedia.org/wiki/Japanese_nationality_law#Dual_...