Gem for OneNote now provide remove all the links in the current page.
If the text is hyperlinks like http://www.onenotegem.com/categories.html, OneNote will automatically identify as links, so even if we remove the link from text, OneNote will also automatically recognize it as a link. If you want to disable these links, you can try another feature "Remove and Disable all Links".