Silfverstolpe is a Swedish noble surname. Notable people with the surname include:
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Gunnar Mascoll Silfverstolpe (1893–1942), Swedish poet and member of the Swedish Academy
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Lennart Silfverstolpe (1888–1969), Swedish tennis player
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Malla Silfverstolpe (1782–1861), Swedish writer and salon hostess
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Swedish-language surnames