He failed the exam three times but still didn't give up.
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落第 comes from the imperial exam system (科举): 第 referred to ranking on the pass list, and 落 means to fall off, i.e. not make the list. The opposite is 及第.
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Literary and historical. In modern usage, 落榜 is more common for failing entrance exams like the gaokao.
