 He attended the public schools, Allegheny College in Meadville, Pennsylvania, and St. Michael's College in Toronto, Ontario, Canada.He studied law, was admitted to the bar in August 1874 and commenced practice in Greenville.Gillespie was elected as a Democrat to the Fifty-second Congress.