It'd be half the sample rate, but then it'd also be half the frequency. And if we're sampling a guitar for the purpose of emulating a bass guitar, we'll seldom be playing up in the dusty area of the fretboard (i.e. the incoming signal will be fairly low frequency).
Low E string of a guitar is...