In this paper, we describe the TNO approach to the Finding Related Resources or linking task of VideoCLEF09. Our system consists of a weighted combination of off-theshelf and proprietary modules, including the Wikipedia Miner toolkit of the University of Waikato. Using this cocktail of largely off-the-shelf technology allows for setting a baseline for future approaches to this task.1 Categories and Subject Descriptors I.2.7 [Artificial Intelligence]: Natural Language Processing