The New York City Half Marathon is an annual half marathon road running race from Brooklyn's Prospect Park to Manhattan's Central Park via the Manhattan Bridge, held since 2006. From Wikipedia
The rapper wore Coach high-top sneakers for the race, resulting in significant leg fatigue.