Cytoplasmic male sterility (CMS) in chili pepper is restored by one major dominant nuclear gene, restorer-of-fertility (Rf), together with some modifier genes and is also affected by temperature. As a result, male fertility was identified as having several phenotypes. That identified and used in the present study allowed partial restoration of fertility, producing plants that simultaneously produce normal and aborted pollen grains, with most grains stuck to the anther wall, even after dehiscence, resulting in low seed set per fruit. The trait was visible only in the presence of Paterson’s sterile cytoplasm and was controlled by a recessive nuclear gene, partial restoration (pr). A CAPS marker, PR-CAPS, closely linked to the trait, has been developed by Lee et al. (2008). In this study, linkage analysis was performed in 205 F2 individuals derived from the ‘Buja’ Korean commercial F1 chili pepper variety using the PR-CAPS marker and the three Rf-linked markers (OPP13-CAPS, AFRF8-CAPS, and CRF-SCAR) previously reported. Consequently, we found that these four markers were tightly linked. This result means that the pr gene might be tightly linked to the Rf locus or the third allele of Rf locus. The sequence diversity of the pr- and Rf-linked markers was also analyzed. The internal sequences of OPP13-CAPS (1,180 bp) and PR-CAPS (640 bp) markers in 91 Korean inbred lines were clearly divided into three haplotypes. According to the sequencing results, a new PR-CAPS (MseI or SphI digestion) marker was designed to distinguish the three haplotypes. This marker will be useful for marker-assisted selection to develop new maintainers and restorers in commercial hybrid pepper breeding using CMS.