Surveillance video shows the suspect entering the Lincoln Park Jewish Center on September 25, just days before Yom Kippur.
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The suspect then walks out with the Torah and other items, after changing into different clothes.
Police say they are hoping to find the scroll so it can be returned to its rightful place.
Anyone with information regarding the identity of the suspect, who is believed to be local, or the location of the Torah is asked to contact Yonkers Police detectives at (914) 377-7724.
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