This is the case sometimes. Priors can also be purely subjective, or just assume a state of ignorance.
Quick sum-up:
To apply Bayes theorem to the testing of an hypothesis you need three inputs:
P(H), the prior probability that the hypothesis (e.g., that reincarnation exists) is true
P(D|H)...