In a 4 liter / 4 quart soup pot, saute the onion, capsicums and celery in the oil. Add the remaining ingredients, bring to a boil and lower the heat to a simmer. Cook for about 45 minutes until the black-eyed peas are soft and the liquid creamy. More liquid (water or veggie stock) could be added for a thinner sauce. Serve with corn bread.