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Halley's claim to fame lies in his successful prediction of the return of a comet, now known as Halley's Comet, after 76 years. This groundbreaking feat, achieved in the 17th century, revolutionized our understanding of celestial mechanics and solidified his place as a trailblazer in the field of astronomy.