Fill a large pot with water and add the beans.
Bring to a boil, reduce the heat, and let it simmer for 1 ½ hours.
Fry the bacon in a skillet, and drain using paper towels.
Using the same skillet, combine the onion, cumin, bell pepper, garlic, tomato paste, and aji panca paste.
Once the onion is tender and translucent, add the beans, chicken broth, and oregano. Cover, and simmer for 15 minutes.
Prepare the slurry by combining harina de camote with water.
Add the slurry to the mix and coat the beans until thick.
Lastly, add salt, black pepper, honey, vinegar, and bacon.
Simmer for 5 minutes before serving.