Stir chicken, water, rice, cream of chicken soup, cream of celery soup, and cream of mushroom soup together in the prepared casserole dish; season with salt and pepper.
Arrange butter evenly over the top of the chicken mixture.
Cover with foil.
Bake in preheated oven until the rice is tender and the chicken is cooked through, 1 hour to 75 minutes.