Two suspects were in custody and another was on the run in connection with a series of robberies and a police chase in Los Angeles County Wednesday afternoon, authorities said.

The chase began around 2 p.m. in the Paramount area after a robbery at an undisclosed location. Officials initially described the incident as a bank robbery, though they later clarified that it was a robbery that took place near a bank.

Authorities chased the suspects into a business parking lot near Downey Avenue and Contreras Street where two of them were taken into custody, according to the Los Angeles County Sheriff’s Department.

A large police perimeter was established to try and capture the third suspect, who apparently fled into a mobile home park.

That third person was later captured.

Authorities say the suspects were also involved in an assault on a deputy.