The body has been kept at the mortuary of the Ratangarh (Churu) Hospital.
Some people today again gathered at Singh's hometown, Sanvrad in Didwana of Nagaur district, to console the family members and demanded a CBI inquiry into the encounter which took place at a village in Churu district.
"The family has not accepted the body so far. Their main demand is a CBI inquiry into the encounter," Nagaur Superintendent of Police Paris Anil Deshmukh told PTI.
Meanwhile, 123 people were taken into preventive custody since yesterday to control law and order in the area, he said.
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The SP said police have been deployed in Sanvrad village considering the situation.
When asked whether police will issue a notice to Anandpal's family members to accept the body or his government funeral will be executed, Bikaner Range IG, Bipin Chandra Pandey said, "We are trying to talk to the family members. We are exploring all options and notice can be issued."
Anandpal, who had managed to escape from custody of police while being taken back to high security prison in Ajmer from a court in Nagaur in September 2015, had taken a shelter in a house in Churu.
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