When two dice are rolled, the possible prime sums are 2, 3, 5, 7 and 11. The number of outcomes for these sums are 1, 2, 4, 6 and 2 respectively, adding up to 15 favorable outcomes. The probability is 15 out of 36 total outcomes, which simplifies to 5/12.