This paper presents the motivation, resources and results for the first Web People Search task, which was organized as part of the SemEval-2007 evaluation exercise. Also, we will describe a survey and proposal for a new task, "attribute extraction", which is planned for inclusion in the second evaluation, planned for autumn, 2008. Categories and Subject Descriptors H.3.5 [INFORMATION STORAGE AND RETRIEVAL]: Online Information Systems, Web-based Service General Terms Performance, Design, Experimentation, Security, Human Factors, Languages. Keywords Disambiguation, person names, attributes of people, information extraction.