It happened just after 2:30 am at a home on Effie Street and Illinois Avenue.
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Investigators arrived at the house to find a 39-year-old man and a 35-year-old woman who had been stabbed.
Both people were taken to Community Regional Medical Center and are expected to recover.
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The injured do not live at the house. Police are now working to determine what led up to the stabbing.