Using a perturbation method of stochastic flows of kernels, we prove some results on a particular coupling of solutions to the interface SDE on a star graph. This coupling consists in two solutions which are independent given the driving Brownian motion. As a consequence, we deduce that if the star graph contains $3$ or more rays, the argument of the solution at a fixed time is independent of the driving Brownian motion.