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The working title of this film was Person-to-Person. Chicago Calling was the only production of Arrowhead Pictures. Some scenes were shot on the streets of Los Angeles, CA. Although an April 1951 Hollywood Reporter news item adds Keith McConnell to the cast, and the June 1951 Hollywood Reporter production chart adds Jo Carroll Dennison and Iris Adrian to the cast, their appearance in the final film has not been determined.