Naziruddin had first conducted a recce. He had attacked and killed the husband and a four-month-old infant before raping the victim woman and her 9-year-old daughter. The woman was left in a vegetative state and died later.
UP police, who raided the house of BSP UP president Munkad Ali after learning that his brother Sajid Ali was involved in an incident of firing, found him missing from the residence.