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In the past, D an G was a police officer who believed in Nostradamus' prophecy of the end coming in the year 2000. Because of this, he went around shooting several people at the start of the new millennium. Once the panic died down, he was quickly arrested and sent to Green Dolphin Prison for 20 years.
(source: JJBA wikia)