Six people were rescued from the accident site situated some 250 km south of Kathmandu, according to the police.
Security personnel and locals have launched a search operation for the missing.
Three dead women have been identified as Apsana Khatun, 14, Rajima Khatun, 20 and Nisrat Khatun, 37, of Laxmipur village in Sarlahi district.