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Enriching the Digital Library Experience: Innovations with Named Entity Recognition and Geographic Information System Technologies Natalie Domchenko shame and choices that leadDigital libraries are seeking innovative ways to share their resources and enhance user experience. To this end, numerous openly available technologies can be exploited. For this project, NER technology was applied to a subset of the Documenting the American South (DocSouth) digital collections. Personal and location names were hand annotated to achieve a gold standard, and GATE, a text engineering tool, was run under two conditions: a defaults