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mid-15c., "young horned animal," from green (adj.) in sense of "new, fresh, recent" + horn (n.). Applied to new soldiers from c.1650; extended to any inexperienced person by 1680s.
An inexperienced person; newcomer; neophyte; rookie (1753+)