If using dried beans, soak them in cold water overnight. The next day, drain and rinse, then parboil until partially tender and set aside.
Dice or slice the smoked ham. Dice the onions, mince the garlic, and chop the carrots and celery.
In a large pot or Dutch oven, heat the olive oil over medium heat. Sauté the onions and garlic until translucent. Add the carrots and celery, and cook for another 5 minutes, until slightly softened.
Stir in the tomato paste and smoked paprika, and cook for 2 minutes to allow the flavors to bloom.
Add the ham, beans, and bay leaves, then pour in the water or stock. Season with salt and pepper to taste. Bring to a simmer, then reduce the heat and cook for 30-40 minutes, or until the beans and vegetables are fully tender.
Before serving, sprinkle with chopped fresh parsley. Serve with fresh bread or soft flatbreads.
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