Olga Karnovitsch with her first husband, Erich Gerhard von Pistohlkors. Their marriage would produce four children. Her affair with Grand Duke Paul caused a scandal after she bore Grand Duke Paul a son, Vladimir, in 1897. Her husband petitioned for divorce soon after. In 1902, Grand Duke Paul did the unthinkable and married his mistress.