Technical Terms Probabilistic Graph: A graph model where nodes and/or edges are assigned probabilities to express the likelihood of their existence, reflecting uncertainty in the underlying data.

Knowledge graphs are increasingly pivotal in solving complex problems across industries, offering structured and intuitive approaches to data analysis, visualization, and decision-making.