Chapin also stated that "Taxi" is only "about sixty-percent true". However, according to Chapin's biography Taxi: The Harry Chapin Story, by Peter M. Coan, this song was based on a relationship that Chapin had with a Bennett Junior College student named Clare MacIntyre, the inspiration for Sue.