It depends. If you are talking about rock build pieces, you can get about one half of one block hanging in the air. Anything you add after that will crumble.

If you're dealing with natural rock or metal deposits, you can undermine them until they are entirely hanging in the air - no support whatsoever, and just leave them like that for the rest of the game. They won't go anywhere.