Heat the pot over medium heat.
Add the oil. This recipe uses less oil to sauté the seasoning. Therefore, to prevent the seasoning from burning during the sautéing process, keep ½ cup of water on hand and add 1 tbsp of water, at a time, to areas where you see the seasoning may stick.
And add onions and ¼ tsp of salt, and gently stir for 2 minutes.
Add the sweet peppers and celery and stir gently for 2 minutes.
Add the garlic and stir gently for 1 minute.
Add the parsley, culantro, half of the pumpkin and half of the carrot, and stir for 1 minute.
Add the green split peas, soy sauce, lime juice and 2 ½ cups of water. Bring to a boil, stir, then cover and reduce heat and simmer for 45 minutes or until the split peas are cooked. Check for water level in 20 minutes and stir.
While the soup is cooking, make the dumplings: mix all the dry ingredients, then add the water a little at a time. Knead for 5 minutes into a soft, slightly sticky dough, then let rest for 10 minutes or until the soup is ready for the dumplings.
Add the remainder of the pumpkin, carrots and simmer for 5 minutes.
Separate the dumpling dough into small balls or small long pieces and add to soup, simmer for 10 minutes.