This paper describes the participation of team Chicory in the Triple Ranking Challenge of the WSDM Cup 2017. Our approach deploys a large collection of entity tagged web data to estimate the correctness of the relevance relation expressed by the triples, in combination with a baseline approach using Wikipedia abstracts following [1]. Relevance estimations are drawn from ClueWeb12 annotated by Googles entity linker, available publicly as the FACC1 dataset. Our implementation is automatically generated from a so-called search strategy that specifies declaratively how the input data are combined into a final ranking of triples.
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