Combine the first 4 ingredients in a small saucepan. Bring to a boil; cover, reduce heat, and simmer for 10 minutes. Uncover and cook for 3 minutes or until liquid almost evaporates, stirring frequently.
Place the onion mixture in a bowl, and cool to room temperature. Stir in the plum and remaining ingredients. Cover and chill.