Turnips are a root vegetable known for their bitter flavor. Both the root and the leaves can be consumed, however turnip greens contain a higher concentration of compounds and nutrients than do the roots. The famous Roman philosopher, Pliny the Elder, considered turnips to be one of the most important foods of his time.