Concepts such as near, far, south of, etc., are by its own nature vague. However, they are quite common in human language. In the case of historical records, these concepts are often the only source of information regarding the position of ancient places whose exact location has been lost. In our research, we use digitized written records from Upper Mesopotamia (2000BC) from the HIGEOMES project. Our goal is to provide better understanding of the location of places, based on the analysis of spatial statements. In our approach, we analyse cardinal statements between places with known location. Using this information we construct a probabilistic function representing the vagueness of cardinal statements. For each place with unknown position, we combine multiple vague statements using our probabilistic function in order to limit the possible search area. At this point, our results look promising. In the near future, and thanks to new data, such as proximity statements as provided by the HIGEOMES project, we expect to improve our results.