Vimala (30) and Phulmati (35) died on the spot, they said.
The injured were taken to the district hospital, from where four others who had sustained serious injuries were referred to Lucknow.
The victims were returning home to Athauli village when they met with the accident, police said.
The bodies have been sent for post-mortem, he said.
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