What does it mean to “break story” on a screenplay?

Breaking story basically means figuring out the screenplay’s blueprint — mapping out a story and coming up with a logically and dramatically consistent beginning, middle, and end, and the major checkpoints therein.

ROBIN

I finally broke story on that period family-horror-comedy idea I’ve been wrestling with.

BRAD

Nice!

It’s cause for a small celebration.