Karen Fairchild and Jimi Westbrook married on May 31, 2006, although their marriage was not disclosed until two months later. The couple welcomed their first child, a son (Elijah Dylan Westbrook), on March 5, 2010, in Nashville.

Can we conclude that are two members of little big town married to each other?
yes