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Most historical events support the construction of ontological relations based on domain relations and conceptual relationships. On this basis, we aim to generate an operational desktop related to the reconfiguration process in Central and Eastern Europe in the period following the Great War using ontology architecture. The purpose is to extract explanations with a broad sense of the complexity related to the historical events that are studied. For this approach, I construct ontologies based on a projection of the descriptive framework of the history of the Versailles system in a dedicated knowledge-base. This makes it possible to extract candidate relations and then map them into a meaningful representation meant to facilitate ontology analysis. The paper discusses this prospection in terms of probabilities distribution from a Markov process as an image of the postwar historical reality. [ABSTRACT FROM AUTHOR]