Relationship extraction is the task of extracting named relationships between entities in text. Semantic role labelling is a closely related task. Extracted relationships between entities can be represented using a variety of formalisms/languages. One such representation language for data on the Web is RDF. Application domains where these relationships are useful include Gene-Disease relationships, Protein-Protein interaction etc. One approach to this problem involves the use of domain ontologies.