I was actually watching multiple live streams before this happened and saw zero objects being thrown. I guess someone somewhere might have been throwing something?

However, that combined with the report from reporters saying it felt like tear gas, and that DC police admitted they knew about Trump's photo op ahead of time, I would say the evidence points towards this park police contact being either wrong about the actual situation on the ground or full of shit.