The police team was released after another police team led by DSP rank officer raided the house last night even as the accused managed to escape, they said.
A police team led by woman police Assistant Sub-Inspector, Parveen Kaur, one constable and a driver went to Udarsi on Saturday evening along with complainant and her son to arrest the accused identified as Raftar.
However, when police took Raftar in their custody, the family members of Raftar including his brother allegedly assaulted the cops and freed from their custody. They were allegedly locked up at Raftar's brother's house in the same village.
Singh said a case under various sections of IPC has been registered at Kurukshetra police station and efforts are being made to arrest the accused.
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A case under sections 420 (cheating), 376 (rape) and 506 (criminal intimidation) of IPC was registered by rape victim in the month of May last at police station Thanesar against Raftar.
However, he had been evading the arrest even as his anticipatory bail was also rejected by the Punjab and Haryana High Court some time back.