Definition
To correct a previous error or misunderstanding, especially one in print.
How People Actually Use It
1. To get all the facts lined up 2. To fix what has potentially been broken
"girl: Did you hear the rumors about Jennifer? I think she's having an affair with Max. Jennifer's best friend: No, but let me set the record straight. She would never break her trust with Tim."
Source: Urban Dictionary