Gayatri Meghwal (25) and Satish (35), were separately married and were having an extra marital affair, they said.
The duo jumped into the well last night at Meel colony, where they resided.
Body of Gayatri was pulled out last night, whereas Satish's body was taken out today, police said, adding that they were handed over to their respective family members after a postmortem.