We first show how spatially all to all interaction can be induced out of the local action quantum mechanically in the presence of the disorder.Then we show that if we consider disorder in Lorentzian signature, there is a tunneling effect given by a time-non-local interaction, leading to the wormhole picture in disorder field theory. We suggest that the two point function of the random coupling play the role of the wormhole. In large N limit, for a given diagram in quenched picture with field theory wormhole, there is a corresponding unique Feynman diagram in the effective theory of the annealed avearage whose basic time-non local vertex creates entangled pair of particle sets. We call this as disorder field theory version of ER=EPR.