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Legal Knowledge Engineering

Proposition-level extraction

Decomposing judicial opinions into discrete, independently citable legal propositions (holdings, standards, burden allocations, doctrinal constraints), each linked to its source text and stored as its own record, instead of indexing whole documents or text chunks.

First used in The Promise Fulfilled

An attorney does not cite a case; she cites a proposition and offers a case as authority for it. A single opinion routinely contains many propositions that favor different parties, address different stages and have different futures.

Institute papers argue that document chunking is not a coarser version of proposition extraction but a different representational choice. A passage may straddle several propositions, or capture a partial holding that cannot be evaluated without context it does not contain.

Proposition-level records are the unit to which the other requirements for structural reliability attach: typed adversarial metadata, authority-health composites, jurisdiction modeling and rejected-argument indexing. The link to source text is what distinguishes extraction from paraphrase, which matters when the downstream use is legal argument.

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