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Knowledge Graph is an effective method to organize scattered knowledge using graphic connection. Triples characterization is a mature method to construct and represent the knowledge graph. A method of deep evaluation is proposed based on knowledge graph with triples, considering the practical application in in-service inspection of Space Equipment. The comprehensive evaluation software system of in-service inspection of Space Equipment is designed and applied to validate the effectiveness of the method. The operation result of the system shows that the proposed method can organize, excavate and apply the data effectively, providing the foundation for overall and deep evaluation and assessment.