A successful Liberal Party politician, Caplan was born in Toronto, one of two daughters (the other is Carol Lou Hershorn Spiegel, b. 1946) of Samuel S. Hershorn, a manufacturer (b. Toronto, 1914), and Thelma (Goodman) Hershorn (b. Toronto, 1920), whose families had come to Canada from Russian Poland.