Heat oil in Dutch oven over medium heat; add bell peppers. Cook 6 to 10 minutes, stirring occasionally, until peppers are almost crisp-tender. Stir in remaining ingredients.
Heat to boiling over medium heat, stirring frequently to prevent sticking to bottom of pan. Reduce heat; simmer uncovered 10 minutes, stirring occasionally, to blend flavors.