Two Bottlenecks in Industrial Document QA

① Can't find it wrong document from the start

Q. X100 battery inspection interval? ? ? ? thousands of docs · similar titles · similar sentences

when a question needs several docs, missing one = failure

② Can't assemble it evidence fragments even when found

even inside one document text p.12 table p.39 figure p.7 reader budget all of it overflows, cutting loses evidence

industrial docs = long PDFs · tables and figures carry the evidence · budget is finite

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