True for a modern bike, but a brass (whatever metal) bushing would work for a more primitive bike.
That said, my non-expert opinion is that a penny-farthing without ball-bearings would probably still work OK; a rover-style bike with a chain would be much harder. But the ability to make bicycle chain, and the ability to make spokes for wheels, I think these happened about the same time too.