Is it possible to be old friends with someone when you scarcely knew him or her?

If possible, please connect it to The Great Gatsby by F. Scott Fitzgerald like for example, Nick's relationship to Tom & Daisy, and please put some evidence from the book :) but if you can't, it's fine too, you can just answer the question by your own opinion! :) Thank you!