Knowledge Bases (KB) are used in many fields and gather knowledge that can be exploited by the computer. However, their creation remains complex for an expert who has to extract and link each new information. In this paper, we describe a method for evaluating a Knowledge Base Population system. This evaluation is put to the test with ELROND, a complete system designed around a processing chain composed of 4 modules.