USA Today. It's unclear what led to the collapse of the building, which was next door to a construction site. A three-story building in Brooklyn collapsed Wednesday afternoon, leaving people trapped inside and rescuers searching through rubble, the New York City Fire Department said. A three-story building in Brooklyn has collapsed, leaving people trapped inside and rescuers searching through rubble, the New York City Fire Department said.