We present multi-epoch spectroscopic follow-up of a sample of ellipsoidal
variables selected from Gaia DR3 as candidates for hosting quiescent black
holes (BHs) and neutron stars (NSs). Our targets were identified as BH/NS
candidates because their optical light curves -- when interpreted with models
that attribute variability to tidal distortion of a star by a companion that
contributes negligible light -- suggest that the companions are compact
objects. From the likely BH/NS candidates identified in recent work
accompanying Gaia DR3, we select 14 of the most promising targets for
follow-up. We obtained spectra for each object at 2-10 epochs, strategically
observing near conjunction to best-constrain the radial velocity
semi-amplitude. From the measured semi-amplitudes of the radial velocity
curves, we derive minimum companion masses of M2,min≤0.5M⊙
in all cases. Assuming random inclinations, the typical inferred companion mass
is M2∼0.15M⊙. This makes it unlikely that any of these
systems contain a BH or NS, and we consider alternative explanations for the
observed variability. We can best reproduce the observed light curves and
radial velocities with models for unequal-mass contact binaries with starspots.
Some of the objects in our sample may also be detached main-sequence binaries,
or even single stars with pulsations or starspot variability masquerading as
ellipsoidal variation. We provide recommendations for future spectroscopic
efforts to further characterize this sample and more generally to search for
compact object companions in close binaries.Comment: 18 pages, 12 figures, Accepted to MNRA