Jüri's father was Peeter and his mother is Eva. His paternal grandparents were Märt and Mai; his maternal grandparents were Pärt and Katri. He had a brother and a sister, named Evert and Margret. He has three half-brothers and four half-sisters, named Mikk, Evert, Volmer, Mai, Mari, Liis and Ann.