Thomas was born in 1781 in Nether Witton, Northumberland and his baptism took place there on April 15th, 1781. Thomas' father was John Farrer and his mother was Isabel Amery. He had three brothers and two sisters, named James, John, David, Ann and Jane. He was the third youngest of the six children.