The alleged incident was against Swann's wife, Vannarah Riggs, who performs as Su Yung on the independent wrestling scene.
"[Swann] was critiquing [his wife's] performance and began getting angry with her", police said in the document. Yung, feeling the argument was "going to escalate", attempted to flee and got out of the auto.
Police say Swann yelled at her, telling her to get back in the auto.
Police say Swann denied grabbing her and that she went back to the auto on her own.
The company released a statement on Swann noting that "as per our policy, [he] has been indefinitely suspended following his arrest".
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There was more the one witness to the event, which continued as Swann also exited the vehicle and let it continue to roll (resulting in the auto hitting a telephone pole, according to one witness).
According to the arrest report, the two were traveling from the event and began arguing after Swann was criticizing Yung's performance and began to get angry with her. Yung was afraid that argument would escalate and got out of the vehicle as Swann, who was driving, was in the middle of traffic.
An eyewitness reported that Riggs was seen to be pounding on the car's window, screaming for help as Swann drove away. Swann allegedly grabbed Yung by her arm and then put her into a headlock, dragging her back to the vehicle.
Following the incident, Swann was taken into custody by police and remains there as of today. Riggs told officers that "she was afraid of Swann because he has a temper sometimes".
The charges are simple battery and false imprisonment. Swann also told authorities that the couple had been together five years and have been married nine months. He is scheduled to appear in court on Monday.
WWE wrestler Rich Swann flashed high-flying moves and a big smile in the ring. Upon arrest for such misconduct, a WWE talent will be immediately suspended.