We describe Dublin City University (DCU)'s participation in the Hyperlinking sub-task of the Search and Hyperlinking of Television Content task at MediaEval 2013. Two methods of video hyperlinking construction are reported: i) using spoken data annotation results to achieve the ranked hyperlink list, ii) linking and merging meaningful named entities in video segments to create hyperlinks. The details of algorithm design and evaluation are presented.