Can you stop the end fountain from spawning?

I made a custom end island and phase 2 to the ender dragon fight that starts after you kill the original dragon. But the end fountain spawns after you kill it (so you could just leave without having to fight phase 2). Is there a way I can stop it from spawning or move it's spawn location to somewhere else?