A four-character compound (yojijukugo) combining 格調 (kakuchō, 'style' or 'tone') and 高雅 (kōga, 'elegance' or 'refinement'). The exact historical derivation is uncertain, but it follows a common pattern of pairing near-synonymous Sino-Japanese morphemes to intensify meaning.