Traditional caldo verde uses collard greens. Collards have a smoother, softer texture and more mild taste than kale. You can use kale as a substitute but I recommend using collards. In the United States you'll often see Portuguese Kale soup listed on restaurant menus. This appears to be a variation of this dish or a completely different dish altogether as tomatoes and beans are often added.