This document describes a challenge to build a question answering system over linked data from DBpedia and Wikipedia. Participants will work in groups to develop components of the QA system, such as question analysis, entity search, query generation, graph extraction, evaluation, and a user interface. The goal is to have a working QA system by the end of the challenge that can answer natural language questions over linked data.