In a nonstick large skillet over medium-high heat, add olive oil and cook the beef until it is nicely browned. Drain any excess grease from the skillet. I prefer using lean ground meat for this.
Return to the stove and add water, tomato puree, and seasonings. Take it to a simmer, reduce the heat, and cook for another 5-7 minutes.