completed a similar trip a couple of weeks ago. as previously mentioned, had to go through customs and immigration (was asked where i arrived from - ord, how long was my stay - a couple of hours, and where i was headed - ord), but received no strange look or response. then proceeded back to check-in and went to the lounge.
have fun