The development came after the deadline of accepting the body by the family ended this morning.
The police had issued a notice under the Rajasthan Police rules 1965 directing his mother, wife, daughters and others to accept the body within 24 hours of receiving the orders.
The police had said the funeral will be conducted by the police if the family did not accept the body and the deadline of 24 hours ended this morning.
He alleged that the encounter in which Anandpal was killed on Saturday night in Malasar village in Churu was fake and a CBI inquiry should be ordered for a fair inquiry.
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The family members are adamant on their demand of CBI inquiry and have not accepted the body.
Security arrangements are tight at his hometown in Nagaur and in Ratangarh in Churu.
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