Combine water, tomatoes, bread, and oil in a large stock pot. Set aside.
In a food processor or blender, blend onion, garlic, cucumber, and green pepper to a paste. Stir into the stock pot.
Using a hand mixer, blend until ingredients have a watery, pinkish consistency. Alternatively, process in a blender or food processor until smooth. Add vinegar, and season with salt.