The incident occurred in the first block of East Madison Street at about 5:50 a.m. Police said a man verbally assaulted a 41-year-old woman and then set the store on fire.
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Two people were transported in good condition to Northwestern Memorial Hospital for smoke inhalation.
Area Three detectives and the Chicago Fire Department are investigating. No one is in custody.
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