A consolation prize is a prize given to someone who fails to win, and is a gesture of good efforts - and it sounds like the word constellation, which refers to systems of galaxies and astronomical bodies. An astronomer is someone who studies space, so it's a pun on the topic of astronomy. 
The astronomer ' s research project didn ' t win him the coveted Galaxy Award , but he did receive a constellation prize .