The database event log shows you which database, type, server etc the request was intended for. 

The live error log however does not show this information. Especially on a multiple application environment it can be very helpful to have this information. 

I can imagine the error log works on an application level, so perhaps it would make more sense to show the application name here instead of the database name? But either would provide more insight.