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Wikipedia Entity Graph


This dataset consists of a knowledge graph of entities in Wikipedia. For each entity, a context document is provided that represents all the contexts in which the entity appears in Wikipedia. The context documents provide information about the entities that are usually not captured in knowledge graphs. The dataset can be used for problems and techniques that require/perform joint modelling of graph structure and textual data.

Dataset Metadata

Format License Domain Number of Records Size Originally Published
TSV CC-BY-SA 3.0 Natural Language Processing 2.2 million nodes and 6.6 million edges
5.24GB 2020-04-21

Example Records


old_palm_golf_club    He is good friends with fellow Ryder Cup star Darren Clarke and from April 2006 he co-owned a private jet with him. The family live in Palm Beach Gardens, Florida in a house overlooking the 14th green of the Old Palm Golf Club. Westwood split from Coltart in 2015 and he now lives in Jesmond, Newcastle upon Tyne. Zabriski was named assistant golf professional at Winged Foot Golf Club in Mamaroneck, New York from 1993 to 1995 and then at Westchester Country Club in Harrison, New York from 1995 to 1997. He became the head professional at Trump International Golf Club in West Palm Beach, Florida in 1998 and then moved to the Old Palm Golf Club in Palm Beach Gardens, Florida in 2002 where he was the Director of Golf. He is currently the Membership Development Director at the Mayacoo Lakes Country Club in West Palm Beach, Florida.



Use the Dataset

This dataset is complemented by starter notebooks that will help you get started:


author="Sumit Bhatia and Harit Vishwakarma",
title="Know thy neighbors, and more! Studying the role of context in entity recommendation",
journal="In Proceedings of the 29th on Hypertext and Social Media",