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Abstract: We revisit three published high-velocity-star catalogues drawn from Gaia and LAMOST -- Li et al. (2021, 591 stars), Li et al. (2023, 88 stars) and Liao et al. (2024, 519 stars) -- and quantify how the published unbound classification of these candidates changes with the choice of distance estimator and with the choice of radial-velocity catalogue. After Gaia DR3 source_id resolution and de-duplication our master sample contains 1101 unique stars. 675 of them satisfy ruwe < 1.4, ϖ/σϖ > 5 and carry a Gaia DR3 radial velocity (the Gaia-only clean sample). 356 additionally pass a 1 arcsec LAMOST DR9 LRS cross-match, atmospheric-parameter cuts and a 50 km s-1 Gaia--LAMOST RV agreement test (the final-strict sample). For every star in this strict subset, the three-dimensional Galactocentric rest-frame speed vgrf and the local escape speed vesc are computed with a 1000-draw Monte Carlo under the MWPotential2014 potential of Bovy (2015), once with inverse-parallax distances (1000/ϖ) and once with the geometric distances of Bailer-Jones et al. (2021). Switching from inverse parallax to Bailer-Jones distances on the same 356 stars reduces the count with Punbound = P(vgrf > vesc) > 0.5 from 48 to 3, and the count with Punbound > 0.9 from 12 to 1; 45 stars are downgraded across the Punbound = 0.5 threshold and none are gained. Substituting LAMOST radial velocities for Gaia radial velocities on the same subset changes the median vgrf by 0.00 km s-1 (p90|Δvgrf| = 5.7 km s-1) and flips the Punbound = 0.5 classification of one star out of 356. The unbound classification of these published candidates is therefore set by the distance estimator, not by the choice of radial-velocity catalogue. The final-strict sample, a Top-15 main candidate table, and a Top-30 machine-readable supplementary CSV are released with this paper; the three highest-confidence candidates are metal-poor giants that warrant targeted spectroscopic follow-up.
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Last update: May 30, 2026