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Over the last decade we have made great progress in entity linking (EL)systems, but performance may vary depending on the context and, arguably, thereare even principled limitations preventing a "perfect" EL system. This alsosuggests that there may be applications for which current "imperfect" EL isalready very useful, and makes finding the "right" application as important asbuilding the "right" EL system. We investigate the Digital Humanities use case,where scholars spend a considerable amount of time selecting relevant sourcetexts. We developed WideNet; a semantically-enhanced search tool whichleverages the strengths of (imperfect) EL without getting in the way of itsexpert users. We evaluate this tool in two historical case-studies aiming tocollect a set of references to historical periods in parliamentary debates fromthe last two decades; the first targeted the Dutch Golden Age, and the secondWorld War II. The case-studies conclude with a critical reflection on theutility of WideNet for this kind of research, after which we outline how such areal-world application can help to improve EL technology in general.

Good Applications for Crummy Entity Linkers? The Case of Corpus Selection in Digital Humanities