We present updated lattice quantum chromodynamics (QCD) results for the unpolarized nucleon gluon parton distribution function (PDF) using the pseudo-PDF methodology. The calculation is performed at valence pion masses and MeV on an fm ensemble with flavors of highly improved staggered quarks (HISQ) generated by the MILC Collaboration. This lattice spacing is finer than those used in previous gluon pseudo-PDF studies, providing access to multiple short-distance separations and nucleon boost momenta as high as GeV. To control excited-state contamination and reduce model dependence, we employ the recently developed Lanczos method, finding good agreement with our previous two-state fit approach. Higher-twist contributions and discretization effects are accounted for through explicit parameterizations in fits to the renormalized short-distance matrix elements. Together, these advances represent important steps toward systematically controlled, high-precision extractions of the gluon PDF. The resulting PDFs exhibit no statistically significant dependence on the valence pion mass and indicate a strongly suppressed gluon distribution at large , consistent with a subset of phenomenological PDF extractions. These results demonstrate progress toward providing systematically controlled lattice-QCD constraints for future global PDF analyses.

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