Combine all ingredients except the bay leaf in a medium saucepan over medium high heat, bring to a boil, stirring often. Add in bay leaf , reduce heat to medium-low, and allow the ketchup to simmer for 20 minutes or until desired thickness. If it quickly gets too thick, add in more stock to thin. Remove bay leaf.