In a large pot, heat up butter on medium heat. Add leeks, onion, and celery. Season with salt and pepper. Add garlic, thyme, paprika, rosemary, nutmeg and another pinch of salt if needed. Cook for 5-6 minutes, then add broth to the pot, followed by the sweet potato and butternut squash.