Prinsloo was the son of commandant Hendrik Frederik Prinsloo (1861–1900), who commanded the Carolina Boer Commando at the Battle of Spion Kop and was killed in action at Witkloof, and his wife, Cecilia Maria Steyn. In 1926, Boer and Briton erected a monument to commemorate his gallantry at Witkloof.