Ubiquitous Tracking (UT) for Augmented Reality (AR) applications shows great potential in becoming a key driving force in the wide scale adoption of AR. However, the implementation and integration of a global sensor network necessary for this technology may seem too daunting of a task to entrust in one central body. We propose an architecture designed to allow both individual and corporate bodies to equally contribute to the construction of a sensor network, providing a platform in which the growth of the AR environment is in the hands of its users. We propose a distributed blockchain based model capable of storing tracking entity pose data. The model allows users to contribute tracking entities to the blockchain and to share this data through peer-to-peer connections. We conclude with a discussion surrounding beneficial contributions and necessary future works.