Cook the first eight ingredients in olive oil in a large Dutch oven over medium-high heat, stirring constantly, until the meat browns. Drain and return the meat mixture to the Dutch oven.
Stir in cocoa and remaining ingredients. Bring mixture to a boil; cover, reduce heat and simmer 1 1/2 hours, stirring occasionally.