A true - story - based love story is more special because it has authenticity. It's not made up, so the emotions and experiences are real. In your case with Lizzy, it means the love you feel has a genuine origin, which makes it more meaningful than a fictional love.
It is based on a true story. The plot and characters have roots in actual occurrences, although some elements might have been dramatized for the screen.