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We describe several advanced functionalities of Magpie -a tool that assists users in the interpretation of web resources. Magpie is an extension to Internet Explorer that automatically creates a semantic layer for browsed web pages from a user-selected ontology. Semantic layers are annotations of web pages, with a set of applicable semantic services attached to the annotated items. We argue that the ability to generate different semantic layers for a web resource is vital to support thedoi:10.1145/964442.964479 dblp:conf/iui/DomingueD04 fatcat:udjko5bisjbexjg7xw2iv5spza