So its painted already?

Yeah, thats pretty much the process - though I'd probably use 1500, 2000, 2500 and 3000 grit.
Seeing as its a splitter, its probably destroyed in stone chips, so might be best to bite the bullet and spray it; and follow the same process to polish it up.