Cook first 2 ingredients in hot oil in a large saucepan over medium heat, stirring often, 2 minutes. Stir in onion; cook, stirring often, 3 minutes or until tender.
Add garlic; cook, stirring often, 1 minute. Stir in remaining ingredients and 3 cups water. Cook, stirring often, 15 minutes or until thickened.