In large saucepan or Dutch oven, heat oil over medium-high heat. Add onions and peppers; sauté until onions are softened (about 3-5 minutes).
Add remaining ingredients except cilantro; bring to a boil. Reduce heat; simmer 15 minutes, stirring occasionally.
Remove from heat and stir in cilantro.
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