???????? ??????????? ?? ????? ?? ??????????. ????? ??????????? ??? ?????????? ?? ??? ?? ???????.????????, ? ??????? ??? ???????? ??? ????????????? ?? ??????? ???? ??? ?? ????? ????, ????????? ??????? ?? ???? ???? ??????? ???????.Constructing and enriching Information Graphs with effectively-described entities is vital. This strategy makes sure LLMs