The auction.

The avengers are at the auction house to capture some of the hydra Agents and they are holding an auction and they were almost done with the auction. When someone says that the most valuable soldier is coming on the stage for auction and surprise surprise is you. You were captured when you were on a mission with The Avengers. So The Avengers know you.