Episode is based on Amroha murder case refers to an April 2008 familicide in of Uttar Pradesh, India, by Shabnam Ali and her lover Saleem, who murdered seven members of Shabnam Ali's family. Shabnam and Saleem were sentenced to death in 2010 by the sessions court in Amroha in UP. Which makes Shabnam first woman to be hanged till death after independence.