How to delete a smart doc template in PD UI, when the document was deleted in shared storage?

In smart docs, the templates are stored in the shared storage. We deleted some old documents in the shared storage, but the template is still shown in smart docs dialog in PD (although if you click on the entry it shows an error as the template was deleted).

How to delete the "empty" entry in the smart docs show template gallery dialog box?