In the contemporary landscape of global communication, the role of world news has evolved dramatically, shaped by advancements in technology and shifts in societal priorities. The proliferation of digital platforms has transformed how news is disseminated and consumed, leading to an increasingly interconnected world. As a result, large language models (LLMs) have emerged as essential tools for analyzing vast amounts of news data.