Tomatoes and cheese are a classic pair because they share umami. Umami is the fifth taste after sweet, sour, salty and bitter. It’s often described as a “savory” or “meaty” flavor. Cheese is high in umami, while tomatoes contain compounds that accentuate this savory flavor. Together, they make a dish that’s greater than the sum of its parts.