The JPL jar included with GEMS does not work with the latest release of SWI Prolog. The newer jpl.jar from the lib directory of SWI needs to be copied over to the org.gems.designer.dsml.kb_1_0_0 and org.gems.designer.dsml.kb.jplprolog/lib directories.
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Which version of SWI Prolog are you referencing??