“…These structured representations of knowledge have emerged as indispensable tools in education, catalysing advances driven by their increasingly recognized vital role in augmenting personalised learning, curriculum design, concept mapping, and educational content recommendation systems [ [1] , [2] , [3] , [4] ]. KGs are not a new concept; they have been utilized extensively in domains like healthcare [ 5 ], finance [ 6 ], transportation [ 7 ], business [ 8 ], and other domains [ [9] , [10] , [11] , [12] , [13] , [14] ]. However, their robust integration into the educational realm is a testament to their transformative potential.…”