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Measured against the citations an LLM had already extracted from 40 books of the same corpus — 19,340 of them over 3,424 chunks — and improved where the comparison showed a real gap rather than a difference of task. On pages of notes, where most citations live: year agreement with the model 44% -> 56%, title 18% -> 23%, author 16% -> 24%. What changed: - A note listing several works, semicolon-separated, becomes one record per work. The note number is kept on all of them. - A full stop is not a separator. It parts the author from the title in every bibliography entry there is. - A page of body text with notes at its foot no longer reads the body as the first note. - A run carrying a page reference or a semicolon is not reported as a title. - Six sentences with no imprint, no page and no identifier is a remark about the argument, not a reference. - A translator standing where the journal goes is a credit, not a container, and `(London, 1973)` is a place, not a publisher. The model is not ground truth and the comparison is not a score: on several sampled disagreements it named the journal where the article was wanted, or the collected works instead of the essay.