Thomas was born in 1751. Thomas' father was James Baytop and his mother was Sarah Smith. His paternal grandparents were Thomas Baytop and Ann Alexander. He had two brothers and three sisters, named James, John, Sarah, Elizabeth and Mary. He was the third youngest of the six children. He died at the age of 61 in 1812.