Rosette Entity Extraction was trained primarily on news articles. It works best with similar domains, and can be adapted to perform well on text from other genres. The statistical and DNN models only work on sentences; not, for example, lists or spreadsheets, though the rule-based processors, including regexes, gazetteers, and Wikidata linker, will process structured text.
See the Rosette documentation for more information.