Anandrao Ramji Gawde (40), a resident of Bhagwanpur village, was gunned down by the anti-Maoist squad of C-60 commandos near a village here after they mistook him and two others for Naxals on July 16 night.
SP Mohammed Suvez Haque admitted yesterday that Gawde had no connection with Maoists.
"Since this is a very serious matter, it should be investigated thoroughly and action be taken immediately against cops involved in the incident," District Secretary of CPI Mahesh Kopulwar said last evening.
However, according to police, the anti-Maoist squad was returning after an operation on July 16 night, when they saw three people on a motorbike between Wairagad and Uradi villages.
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Police asked them to stop as they were carrying arms with them, but they refused to do so even after being warned.
Police chased them into the fields of Uradi village. One of them opened fire at police, who then retaliated, leading to Gawae's death.
The three persons were hunting wild animals in the area and it was found that they were not associated with Maoists in any way as per preliminary enquiries, the SP had said.