so something being believed for a long period of time makes it true?

You might as well treat it as such, but you can never be quite sure. Both for "being believed" in general: https://en.wikipedia.org/wiki/Münchhausen_trilemma

… and also for your own personal observations: https://en.wikipedia.org/wiki/Problem_of_induction