Bring a pot of water, deep enough to cover the tomatoes, to a boil. For each tomato, remove the tough part where the stem used to be by using the tip of a paring knife to carve a small cone-shaped piece out of the stem end. Next turn the tomato over, and on the other end mark a small cross in the skin with the knife.