Heat oil in medium-size Dutch oven over moderate heat for 1 minute. Add onion, celery, stir-fry mix, garlic, cumin, and oregano and cook, stirring often, until vegetables are limp, about 5 minutes.
Add 2 1/2 cups beans, tomatoes with chilies, orange juice concentrate, lemon juice, and hot pepper sauce. Bring to boiling, adjust heat so mixture bubbles easily, cover, and simmer 10 minutes.
Mash remaining 1/2 cup beans, mix into chili, cover, and simmer slowly until flavors mellow, about 15 minutes. Taste for salt and adjust as needed. Mound rice in heated deep platter, spoon chili on top, sprinkle with cilantro, and serve.
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