Forty-two-year-old Robert Faison also faces a weapons charge stemming from Saturday's attacks at Tent City, an encampment in the woods of Lakewood. He was being held Sunday on $80,000 bail.
Authorities say a man was stabbed in his chest and buttocks, while a woman was stabbed in her left arm and on the right side of her body. Both were being treated at a hospital, but their wounds are not considered life-threatening.
It was not clear what spurred the attacks, which occurred around 6:30 p.m. Authorities say the victims identified Faison as their assailant, but he was not located until late Saturday night.
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