That picture is from the ad that Gingrich and Pelosi made together for Al Gore’s climate change group.
So yes, the caption goes with the picture.
http://www.foxnews.com/politics/2011/05/12/gingrich-feels-heat-global-warming-ad-pelosi/
WESTCOTT: Mr. Speaker, we only have about 10 seconds left. I just want to ask you a question from our Facebook fan page. Do you regret that doing that global warming commercial with Nancy Pelosi?
GINGRICH: Oh, sure. Look, I was, I was trying to make a point that we shouldnt be afraid to debate the Left, even on the environment, that was obviously misconstrued, and thats one of the things I probably wouldnt do again.