Combine the beans, tomatoes, garlic and olive oil in a Dutch oven or heavy bottomed pot. Add enough cold water to cover the beans by 1 inch. Add the rosemary stalk. Bring the beans to a boil, then reduce the heat to medium-low and simmer partially covered. Add water as needed, to keep the beans submerged.