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The present invention relates to a system for evaluating a mission of a mobile entity. The system comprises a means for obtaining information on a planned trajectory, the mobile entity, mission requirements, environment and public body rules, a means for transforming the information into a symbolic, probabilistic representation to generate a probabilistic logic program, wherein facts are extracted from the information and systematically designated with names within the probabilistic logic program, and a means for generating an answer to the a probabilistic logic query based on the probabilistic logic program.