Hugh was the son of unknown parents. The date and place of his birth have not been found.
His wife was Daria Filomena Visocchi, who he married in 1966 in Buckhaven. Their three known children were Lynne Angela (1967-?), Anthony Jude (1969-?) and Carina Martine (1973-?).