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Tried against three of the largest books in the corpus — 2,700 chunks, 44,000 citations the model had already extracted — and two things showed up that the smaller sample had not. A chunk that begins part-way through an entry leaves a closing quotation mark with no opening one, and the title read off it starts mid-word and runs to the end of the line. A title carrying a stray quote, an escape, or an editor's credit is now no title, and `unsettled` says so. The optional fields are written as null rather than left out. A key that comes and goes is a key every consumer has to guard, and the documented Python use raised KeyError on the first reference without a page.