Bullock's body was found floating in a rock quarry in the Glendon area of Moore County on June 26.
He was last seen alive June 13.
Sheriff Carter said 32-year-old Ricky Joe Harvel of Eagle Branch Road, Eagle Springs, is charged with one count of murder and two counts of possession of a firearm by a felon.
Harvel was held without bond.
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