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This repository hosts a comprehensive suite for graph-based entity summarization dataset generating from user-selected Wikipedia pages. Utilizing a series of interconnected modules, it leverages Wikidata and Wikipedia dumps to construct a dataset, alongside auto-generated ground truths.