Technically, a broken link in a directory isn't neccisarily abuse. Broken links happen; a site goes down, a site closes, a site moves, etc... Eventually, the site will get noted to the editor as a 404 and will be fixed.
Do you know the name of the site? If you do, it would make it a lot easier to see whether or not the site has moved.