Péter was the son of Miklós Lipcsey de Lipcse and Catherine Bilkey de Bilke. The date and place of his birth have not been found.
His wife was Euphrosyne Dolhay de Dolha et Petrove. They were married, but the date and place have not been found. Their only known child was István (?-?).