Collett Leventhorpe was born May 15, 1815 to Thomas Leventhorpe and Mary Collett in Exmouth, Devon, England.
In 1832 Leventhorpe purchased the rank of ensign in the 14th Regiment of Foot (the Buckinghamshire's), in the army of King William IV.