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The Linked Open Data (LOD) community effort is a cornerstone in the realization of the Semantic Web vision [1]. However, since an instance in the LOD is likely to be denoted with many identifiers (e.g., URIs) by different parties, instance coreference resolution, which identifies different identifiers for the same instance and eliminates the inconsistency between the datasets, has become critical to the development of LOD.