Rinse rice under running water and place into a medium-size saucepan. Add non-dairy milk, water, spices, and vanilla. Cover and heat over medium heat until boiling. Lower to simmer and cover. Cook for 45 minutes or until the rice is tender. There may be excess liquid, but the rice should absorb this as it cools.