A series of black swan events declares that the globalization enters a new stage. When many later Marxist scholars cited the political and economic theory of Das Kapital to analyze the globalization problem, they always focused their research on the production field but neglected the circulation field because they lacked the vision of transcendentalism, which would directly makes the study stay at the surface. After correctly grasping the transcendence theory, we can see that Marx has already revealed the essence of capitalist globalization from the realization of surplus value in the field of circulation, that is, pursuing the realization of surplus value in the difference of the community. Under the perspective of transcendentalism in the capitalist countries since modern times, the foundation analysis of the basic components such as capital, nation and country also can find that the root cause which leads to the development of contemporary globalization is that the capital can not realize the transcendence of the new stage of trinity system of capital, nation, and country, which result in the repeating of history. Based on the above research, we can provide a new perspective to explain the phenomena of democratic socialism, regional economic entities, populism and distributive justice, and then to enlighten us on how socialism should surpass capitalism in the field of circulation.