Hi,

> Anybody knows how to use OWLAPI or any API that can parse and handle these 
> information of a class definition and store them into the Neo4J db?

I am not familiar with OWLAPI, but for RDF/RDFS/OWL work, I use GraphSail over 
Neo4j.
        https://github.com/tinkerpop/blueprints/wiki/Sail-Ouplementation

With a Sail representation of your Neo4j graph, you can then make use of all 
the tools that work over Sail. See http://openrdf.org ...

Good luck,
Marko.

http://markorodriguez.com
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