I have a domain that has been on the web for a long time. It has hundreds of thousands of these links. If you visit the pages where the links are placed they are rubbish directory-listings or mashup pages that contain paragraphs grabbed here and there from sites across the web. The websites that host these pages are spam.
I have never disavowed any of them. I don't worry a bit about them. The only thing that I have done is add code to my htaccess file that strips parameters off of them. Google has a service in Webmaster Tools that allows you to exclude parameters, but I'd rather handle it myself with htaccess than rely on Google to do it for me.