? ??????? ??? ? ????? ??? ????? ?? ????????? ??? ??????????? ????!!???? ??????? ???????????? !!????????, ? ??????? ??? ???????? ??? ????????????? ?? ??????? ???? ??? ?? ????? ????, ????????? ??????? ?? ???? ???? ??????? ???????.Developing and enriching Knowledge Graphs with effectively-described entities is vital. This strategy ensures LLMs can pro