I've been recaulking the chain plates in my boat and, despite my best efforts, put some light scratches in their mirror finish by using a putty knife to break the caulking bond. While they are not very deep (I can't hook my fingernail in them), they are noticeable and I'm also concerned they could be a corrosion site.

Any suggestions for how to remove them?

Thanks in advance!

-tk