In a large skillet, combine all the ingredients over medium-low heat. Bring to a simmer, stirring occasionally, about 25 minutes.
Once simmering, cook, stirring occasionally, until slightly thickened, for 10 minutes. Let cool completely, remove the allspice, cinnamon and thyme, then serve.