In a medium bowl, add the olive oil, vinegar, tomato paste, cumin, paprika, salt, and pepper. Whisk until thoroughly combined.
Add the beans, herbs, and cucumber and mix to coat.
You can eat these beans straight up with all the toppings (served with a side of avocado toast!), but I like them best on top of a crunchy cabbage/veggie slaw, simple salad, or rice bowl.