One of possible approaches to construct sustainable social ecological systems(SES) is that we can understand the complexity of sustainable development of SES and then control the dominated function of key slow variable. The Knowledge production model, as one of key slow variable, has dominated other variables of SES. Its sustainable evolution is the important part of construction of SES. The fundamental dilemma for Logic-Experiment Model of knowledge production is that this model has failed to deal with the complexity of SES and create sustainable knowledge. While the Construct-Action Model of knowledge production has promoted the emerge of intersection of SES evolution and holistic knowledge innovation in critical state. Moreover, this model can help SES to withstand interference and create sustainable knowledge. In Construct-Action Model, the construction of sustainability emerges from the process of iterative feedback between actor level and observer level, and this has provided a structural narrative framework for the possible development of SES.