Niels Kristian Nielsen (1897–1972), Danish gymnast at the 1920 Summer Olympics
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Niels Turin Nielsen (1887–1964), Danish gymnast at the 1908 and 1920 Summer Olympics
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Niels Erik Nielsen (1893–1974), Danish gymnast at the 1920 Summer Olympics
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