 Thomas' parents were James C. Neibaur (1862–1938) and Elizabeth Croft Neibaur (1863–1938).The ninth of ten children, Thomas was born in Sharon, Idaho.When he was eleven years old, the family moved to Teton, near Sugar City, Idaho.