Find recipes for Brown Rice Hot Dish and other Course recipes. Get all the best recipes at . Recipe directions: In a nonstick skillet, saute rice in half of the butter until golden brown; transfer to a large bowl. In the same skillet, saute the mushrooms, celery and onion in remaining butter until tender; add to rice. Stir in the water, pecans, salt, marjoram, pepper, sage and thyme.