Bring rice, water (3 1/2 cups), 1/2 tsp salt, and 1/4 tsp pepper to a boil in a 21/2- to 3-qt heavy saucepan, uncovered, over medium-high heat. Cover and reduce heat to low, then cook until rice is tender and most of water has been absorbed, about 35 minutes.