The call came in just before 4 p.m. for an incident near the 400 block of North Pennsylvania Avenue.
A large police presence could be seen on the block and authorities were attempting to make contact with the armed individual.
Police later lifted the shelter in place, adding that the incident was under control.
There are no reports of any injuries at this time.
Stay with Action News as we continue to follow this developing story.