By relationships I mean things like "hypernym", "hyponym", "synonym", "antonym".
I'm not quite sure what type of tool I'm after; I just want to "easily explore".
I discovered WordNet and the
wn tool in Linux that lets you list such things. A point and click interface would be kind of nice. I don't know if any of the online dictionaries provide this sort of interface.