Scroll down to almost the end of the messages attached to the article and read the one labeled "Many to Many Relationships".
Basically, the relationID column is not required if all you need is a relationship between two tables. But what if you want to store some additional information about the relationship?
For example, suppose that you want to log a timestamp each time a user accesses a particular url. In this case, the logging table would use the relationID.