 In 1917, Anderson was arrested by police in Rochester, New York.Sentenced to five years for burglary in Auburn State Prison, Anderson became acquainted with bank robber Gerald Chapman.Influenced by the better-educated Anderson, the young Chapman became a voracious reader and self-styled gentleman, and was later known as the "Count of Gramercy Park."