Place all the ingredients in a large soup or stock pot, breaking up the whole tomatoes as you add them. (Just squeeze each tomato in your hand.)
Over medium high heat, bring pot to a boil. Reduce heat to low and simmer, covered with lid slightly ajar, for about 25-30 minutes or until vegetables are tender. If necessary, add water to desired consistency.