It happened around 1 a.m. on February 10 at 12th and Market streets.
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Officials say linens were set on fire after a truck was stolen from the Loews Hotel in Center City.
On Friday, police released video of five suspects wanted in connection with the incident.
Anyone with information is asked to call 215-686-TIPS.