Currently, organizations (/v1/organization) are not displayed in the event API endpoint with the JSON-LD notation. Organizations are referred to with pure id (not inlined), which means they cannot be included with the ?include=publisher parameter.
This, of course, is due to organizations being added late to the mix, after API version 1 was published, so it was impossible to change the field format.
Something to think about for v2.