As others mentioned, your best bet would be to move that rock and get a new rock for the scape.
If you want to try to remove it, the main way would be taking a razor blade and cutting it back (you still have to peel/scrub it off which can be tedious).
Another possible option would be boiling water - I know people use this method for Xenias. Basically just get a turkey baster, fill it with boiling water and then spot blast the edges of the coral. GSP is pretty hardy though so idk if it would work.
Last idea - place some stinging corals around the edges of the GSP so it can't grow out further. If you did some hammer corals around the GSP, it might stop if from growing those directions down the rock.