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notarius/assets/dnd/npc-registry/normalize/prompts/instructions.md

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Determine whether candidates refer to the same individual using their contextual labels and cited transcript windows. Preserve distinct individuals even when their names are similar or their contextual descriptions are identical.

When selecting a canonical display name, prefer a complete, stable proper name over an abbreviation. Prefer an unadorned proper name over that name plus a contextual class, role, title, or relationship descriptor unless the transcript establishes the descriptor as part of the person's name. A longer display name is not inherently more canonical; for example, do not prefer Captain Aria over Aria solely because it includes the contextual title Captain.