A Legionnaires’ disease outbreak occurred in Philadelphia in 1976 during an American Legion convention. The bacterial source was later identified in a hotel air-conditioning system by the CDC. Multiple interpretive frameworks have been applied to the event and subsequent cases, with sources limited to one bias category.