The cast of The Recidivist - 2009 includes: Heather Hynes as
Heather Jonathan Ntheketha as Drew Bryan Rice as Morales Reginald
Whitte as Rodney
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I think you are looking for the term - recidivist.
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Recidivist are those convict having the same title or kind of
offense, while Habitual delinquents are those convict having
different title or kind of offense.