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It is unable to properly handle complex descriptions and it cannot support advanced functions provided by Artificial Intelligence techniques for helping practitioners, scholars, researchers and end-users in carrying\u00a0out their tasks. A graph-based, semantic approach is needed, such\u00a0as that provided by Semantic Web solutions. Also, a \u2018holistic\u2019 description approach is needed, that includes and inter-connects\u00a0all branches and types of Cultural Heritage, and that is not limited\u00a0to describing just the formal metadata of cultural objects, but\u00a0can deal with their content, physicality, context and lifecycle,\u00a0as well. The GraphBRAIN framework and technology for Knowledge\u00a0Graph management enforces all these ideas and enjoys improved efficiency, expressiveness, and flexibility thanks to the use of the\u00a0LPG model for knowledge representation. 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