Rosenthal, born in Chicago, grew up in the city's West Side.
Despite his frequent arrests for illegal gambling and bookmaking, Rosenthal was convicted only once, after pleading no contest in 1963 to allegedly bribing a New York University player to shave points for a college basketball game in North Carolina.