SOMETIMES ( notice the caps and the word sometimes...) you can use clear fingernail polish and the tip of a sewing needle and get some "finish" down into the scratch and then buff out gently.

I scratched a T&T blank ONCE with what must have been one single piece of grit down inside the cork handle. TALK about a PITA to get out...geeze