In a large saucepan, brown the remaining mushrooms, onion, and celery in the butter over high heat. Season with salt and pepper. Add the broth, rice, and nutmeg. Bring to a boil. Cover and simmer for about 30 minutes or until the rice is tender. In a blender, purée the soup until smooth. Adjust the seasoning.