We establish a rigorous bundle isomorphism between the complex velocity field , obtained by averaging matter dynamics over stochastic gravitational fluctuations, and the symmetric logarithmic derivative (SLD) operator of quantum estimation theory. The isomorphism maps gauge-equivalence classes of sections of the pullback bundle over to SLD operators on the Hilbert space , where is the infinite-dimensional Fréchet manifold of matter fields and is a fixed Gaussian measure. We prove that and the associated quantum Fisher metric are independent of the choice of , rendering the construction intrinsic to the physical probability density. The Fisher metric acquires a simple form in terms of the Madelung–Bohm velocities: . As a consequence, the flat connection defined by yields a quantized holonomy for non-contractible spacetime loops, predicting topological phases that may be observable in atom interferometry.

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