Heat oil in a Dutch oven over medium-high heat. Add chicken, chiles, onion, oregano, paprika and salt and cook, stirring, until the onions have softened, 3 to 5 minutes. Add tomato sauce, tomato, pimientos, olives, capers and water and bring to a boil. Stir in rice; return to a boil.