Hi Jaqui,
I agree that this lesson still lacks an explanation since it only gives three examples with no rule or explanation.
You may want to look here: http://patenotte.name/Aix/Ecriture/Feuilles_aides_pedagogiques/depuis_pendant_il_y_a.htm
I found this page very helpful for this topic.
-- Chris (not a native speaker).