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Page−level verification: Do not accept a citation merely because the cited ,→case is about the right legal topic

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cs.DL 1

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2026 1

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Is this Citation on Point?

cs.DL · 2026-08-12 · conditional · novelty 7.0

Frontier LLMs are near-perfect at detecting wrong-case legal citations but miss most same-case wrong-pinpoint errors, because they match legal topic instead of verifying page-level support.

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  • Is this Citation on Point? cs.DL · 2026-08-12 · conditional · none · ref 9

    Frontier LLMs are near-perfect at detecting wrong-case legal citations but miss most same-case wrong-pinpoint errors, because they match legal topic instead of verifying page-level support.