Géza was born in July 1891 in Budapest and his baptism took place on July 11th, 1891 in Budapest Kőbánya.1 Géza's father was Imre Guóth and his mother was Anna Kron. His paternal grandparents were Imre Guóth and Anna Thyll. He had a brother named István. He was the younger of the two children.