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I'm currently involved in a project called WikibaseQuality.
We are building a quality assurance system for WikiData which
- uses constraints to check internal consistency of the data and
- checks Wikidata's data against other databases.
For a quick overview, also check out this article on the wikimedia blog.
Questions and suggestions are most welcome.