After some google searches, I can’t find any articles that give a sort of helpful elucidation on the subject, only a few bloggers with short speculative answers.
Is there more to the Tennessee City than just being founded by a river?
Follow-up / addendum: there also exist a couple of Tennessee communities called Cairo, and an Egypt, Tennessee. Do these and Memphis share name origins?