I am tryng LTN for the first time :)
After having the same problem that trains in the depot still have items i learnd to clean them up ;).
https://forums.factorio.com/viewtopic.php?f=214&t=53016&p=316343&hilit=depo+provider#p316343

In the sample map is a station called "Universal Station 2" which ...