Police said it looked as if the people had been living there, because the area was covered with makeshift beds and there was a cooking area.
The five people were taken to Mount Vernon Hospital as a precaution. Authorities are investigating how the people got there as well as the cab driver's account of bring robbed.
The Buildings Department will board up the church.
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