Michell was born in 1724 within the village of Eakring, England, the son of Gilbert Michell, the parish rector, and his wife Obedience Gerrard. Educated at home together with his young brother and sister, John experienced an early status for rapid learning and perceptiveness. Based on the historian Russell McCormmach, his father Gilbert relished qu