In a medium saucepan, combine ginger, rhubarb, and water. Bring to a boil and then reduce to a simmer. Add sugar and the insides of 1 vanilla bean. Let cook over medium heat for 5-7 minutes. Grab a spoon and have a little taste. If you would like it a bit sweeter, add honey.