Cook the brown rice according to the package directions.
While the rice is cooking, heat the olive oil in a large skillet or pan over medium heat.
Add the onions, bell pepper, and garlic.
Cook, stirring occasionally, for about 5 minutes, or until the vegetables have softened.
Stir in the drained pinto beans, diced tomatoes, chopped apple, raisins, green olives, and green chiles.
Season to your liking with salt and pepper.
Bring the mixture to a simmer and cook for 15 minutes, stirring occasionally. If the mixture looks too dry, add a splash of water.
To serve, combine the hot cooked rice with the pinto bean mixture.
Transfer to a large serving bowl and garnish with fresh parsley and toasted slivered almonds.