Thursby was born in Belfast, the son of Francis Delany Victor Thursby, an officer in the Suffolk Regiment who was stationed in Belfast during the Troubles of 1922. Educated at Cheltenham College, he joined the Royal Corps of Signals as a soldier in 1941 before commissioning into the Royal Engineers. During the Second World War he was posted to India, where he served in Burma and transferred to his father's regiment.