Add potatoes; sprinkle with salt and pepper. Cook, stirring occasionally, for 5 to 10 minutes or until the vegetables are nicely brown. Add 6 cups water, stirring to scrape up any brown bits from the bottom of the pot. Add tomatoes, bring to a boil, and then lower the heat to a simmer. Cook, stirring occasionally, for about 15 minutes.