The burglary happened shortly after 2 a.m. Friday at Pharr Brothers Machinery in the 3800 block of Greenwood Rd.
An officer noticed a group of men removing machine parts from the store and loading them onto a trailer.
Once more officers arrived at the scene they confronted the suspects and took them into custody.
Brandon Price, 25, Leavern Johnson, 18, and Eric Williams, 19, were arrested and booked into the Shreveport City Jail.
Each suspect was charged with a single count of burglary. Price was also arrested on outstanding traffic warrants, while Williams faces an additional charge of resisting an officer.
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