Over the years, quite a few proposals have been put forward by various groups to exploit the Stern-Gerlach effect to create stable macroscopic spatial superpositions between micron-sized neutral test masses over appreciably long time scales. One such proposal put forward by Bose et al. and co-workers in 2017 uses this idea to show that two masses cannot be gravitationally entangled if not for the presence of a quantum coherent mediator. A key aspect of this approach involves the measure of the visibility of the SG-interferometer, a quantity that provides an estimate of the degree of spin coherence that is conserved over the total interferometric time after the wave-packets are combined in both, position and momentum space. A successful implementation of this idea however requires the knowledge of several experimental parameters. To this end, we present a rigorous mathematical analysis for the visibility in a general SG interferometer for non-squeezed and squeezed thermal coherent states of the Quantum harmonic oscillator. Additionally, we derive constraints on the temperature of the initially prepared wave-packet of the test mass required for both, the non-squeezed and squeezed coherent states. We show that for wave-packet split sizes of the order of microns, masses of the order of 1.0e-14

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