Imagine some science fiction scenario where two people are floating through space holding hands orbiting a black hole. If one person falls close enough to the black hole that they're within the event horizon, but the other person has a velocity such that they're orbiting just outside the event horizon, will they both be sucked in?

Is the answer than they act as a single body, and they'll be sucked in when their combined mass equivalent passes over the event horizon?