 By this time, the stem has become woody and the tuberous root inedible.The parsnip is native to Eurasia; it has been used as a vegetable since antiquity and was cultivated by the Romans, although some confusion exists between parsnips and carrots in the literature of the time.It was used as a sweetener before the arrival in Europe of cane sugar.