The robbery happened Saturday just before 6 p.m.
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Police say one thief punched the 46-year-old man in the face and grabbed his bags while the other acted as a lookout.
The two ran away into the 34th Street Subway Station.
The first suspect is described as wearing a black hooded jacket with orange lines and black pants.
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The second suspect is described as wearing a black sweater with white stripes, black sweat pants, black sneakers and a black winter hat.
Anyone with information in regards to this incident is asked to call the NYPD's Crime Stoppers Hotline at 1-800-577-TIPS (8477) or for Spanish, 1-888-57-PISTA (74782).
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