How you state the problem has a lot to do with the resulting probabilities. Many times the answer is ambiguous until you definitively identify the space of states that a state can be drawn from.

Bertrand's paradox is an example of this issue: https://en.wikipedia.org/wiki/Bertrand_paradox_(probability)