(CNN) -- Delvin Barnes, who allegedly abducted a Philadelphia nurse's assistant and held her for three days, made a court appearance Friday to plead not guilty to kidnapping charges. He was indicted Thursday, according to the Philadelphia U.S. Attorney's office. Carlesha Freeland-Gaither's abduction on November 2 was captured on a surveillance video in Philadelphia and sparked a manhunt involving the FBI, Philadelphia police, the Bureau of Alcohol, Tobacco, Firearms and Explosives, and the U.S. Marshal's Service. Freeland-Gaither, 22, was found in Jessup, Maryland on November 5. Barnes, 37, was arrested that same day after police tracked him down using his car's GPS device.
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NEW: Delvin Barnes pleads not guilty to kidnapping change
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He was indicted in the kidnapping of a nurse in Philadelphia
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He faces a maximum sentence of life in prison if convicted
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Barnes is also charged in alleged abduction of 16-year-old girl in Virginia last month
A car dealer identified @placeholder from the videos and alerted authorities that he had placed a GPS device in the suspect's car because of concerns about his bad credit, authorities said.
Barnes, who made his initial court appearance in Philadelphia on Wednesday, will be tried there before being turned over to authorities in @placeholder.