Voronezh Governorate
Gennady was raised by his mother Ludmila Nikiforovna Perevertkina, also from peasants of the Voronezh Governorate. Her brother was an acclaimed Soviet colonel general Semyon Perevertkin who led the 79th Rifle Corps of the 3rd Shock Army during the fight for Reichstag and later served as a Deputy Director of the Ministry of Internal Affairs between 1956 and 1960.