Across a wide range of literary works, the word "James" functions both as a personal name imbued with character and as a marker of historical and social context. In biographies, heraldic records, and official documents, "James" identifies notable figures—such as Colonel James Callander, whose entry in a heraldic guide ([1]) lends historical weight, or the numerous Sir James figures who embody authority and formal conduct in narratives ([2], [3], [4]). In the realm of fiction, the name appears as a touchstone of personal identity: Jane Austen’s characters refer to and address individuals named James with a mix of endearment and reproach ([5], [6]), while John Galsworthy weaves the name into the characters' internal musings and interpersonal dialogues ([7], [8], [9]). Furthermore, "James" extends beyond a mere personal identifier, surfacing in place names and institutional settings—such as St. James’s referenced in diaries and memoirs ([10], [11])—which underscores its broader cultural and historical resonance in literature.