Hide scheduled posts from inbound links?

I have scheduled two posts in advance, “Part 1” today and “Part 2″ next week. At the bottom of Part 1 though, it shows “links to this post,” including (necessarily, currently only) “Part 2,” even though this link is broken because it won't be shared until next week. Is there a way to hide this?