They took the KORE-50 dataset on DBpedia and built 3 new datasets where they annotated the sentences using Wikidata, YAGO, and Crunchbase. The KORE-50 DBpedia dataset is already in GERBIL.

Since the KORE-50 Wikidata and YAGO datasets contain additional entities I could add these to the existing KORE-50, but this would lead to repeatability problems of experiments. The other option could be to also add them all into one dataset and then add it as a new dataset KORE-50 DYWC. Then we would have KORE-50 and KORE-50 DYWC in GERBIL but they would have an overlap of course. (see Table 3 and Table 5 in the paper)

There was a similar discussion here (#170) regarding other datasets.

Hi, thanks for looking into the issue! I would like to have KORE-50 and KORE-50 DYWC in GERBIL side-by-side :)