This page explains the concept and how to use it.
But is does not explain how to query for these bookmarks in the 'Find in Project' functionality.
I couldn't find it in the Query Builder (there is a filter for standard bookmarks, but not for annotated bookmarks). And to query for them in the SQL editor, one obviously needs to know the name of the table.