This paper investigates Korean nominal coordination, a distant conjunct of which is semantically incompatible with the subcategorizing verb in a sentence. This type of nominal coordination is supported by both corpus-based and experimental data. Such coordinations pose a challenge to previous approaches to coordination in the literature. Specifically, any theory directly linking the subcategorizing verb to such a distant conjunct encounters the issue of semantic incompatibility. To address this issue, based on Lee (2020), I propose associating the distant conjunct with a direct hypernym of the verb. While the primary focus is on conjunctive nominal coordinations, the hypothesis also extends to disjunctive nominal coordinations. This semantic taxonomy-based account is then formally implemented in Head-driven Phrase Structure Grammar (Pollard & Sag 1994; Sag et al. 2003), adapting the generalized conjunction from Partee & Rooth (1983). Furthermore, I argue that this analysis can serve as a basis for explaining other related constructions in Korean.