You'd probably want to use active control systems to move the box around to follow the black hole, with rockets when necessary. However, by lanna's reasoning below from the shell theorem, if the box were a spherical shell, it wouldn't be an unstable equilibrium like a ringworld, so your active control system could be pretty sluggish.

Such a box can definitely be built if you make it much larger than a dishwasher.