ABC7 Chicago. City officials have launched a formal investigation into the site's safety compliance, shoring measures, and construction. Officials now say there are multiple fatalities following the building collapse in Flatbush. One of those killed is believed to be a young adult who. A three-story building in Brooklyn has collapsed, leaving people trapped inside and rescuers searching through rubble, the New York City Fire Department said.