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Comprehensive consistency management requires a strong mechanism for repair once inconsistencies have been detected In this paper we present a repair framework for inconsistent distributed documents. The core piece of the framework is a new method for generating interactive repairs from full first order logic formulae that constrain these documents. We present a full implementation of the components in our repair framework, as well as their application to the UML and related heterogeneous documents such as EJB deployment descriptors. We describe how our approach can be used as an infrastructure for building higher-level, domain specific frameworks and provide an overview of related work in the database and software development environment community.