Combine all the ingredients in a saucepan set over medium heat. Bring to a boil, lower the heat to the minimum, and simmer, half-covered, about 30 minutes, or until the fruit is very soft. Cover the saucepan and let the compote cool to room temperature. Fish out the vanilla bean, then store in airtight jars.