Graphical notes can be deleted using the Comments catalogue which will also remove them from the document.
- Select the Hand tool () on the main toolbar
or any graphical tool () on the Commenting toolbar (View->Toolbars->Commenting)
- Click on the outline of the shape to be deleted.
- Press Backspace or Delete on the keyboard
or right-click on the outline and choose Delete.