Dear Juerg,
you should import the vocabulary. I’m sorry the confusion arises because we inherit the various prefix-namespace mappings from the triple store being used and the one you are using (don’t recall exactly, this happens for sure with graphdb, though I guess with rdf4j as well) is already providing those mappings.
In the end, this comes handy if you have data that is already asserted using these vocabularies or, for instance, if you are using some automatic mean (e.g. see the resource metadata feature [1]) to assert metadata using Dublin core properties.
However, if you want to manually use Dublin core properties/classes, you should explicitly owl:import the vocabulary (see [2] )
Kind Regards,
Armando
[1] http://vocbench.uniroma2.it/doc/user/resource_metadata.jsf
[2] http://vocbench.uniroma2.it/doc/user/namespaces_imports.jsf#imports
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