PurposeNet is a semantic knowledgebase of artifacts, developed with purpose as the underlying principle of design. We aim at extracting different semantic relations (descriptive properties) from the Wikipedia for artifacts and then develop ontologies automatically using the web ontology language (OWL). To devise methods to populate the list of artifacts which are the basic unit of this system and to improvise the PurposeNet architecture including various new concepts into it.