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Implement the canonical senf pln parser - #4

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danielbirhanu wants to merge 10 commits into
singnet:senf-experimentsfrom
danielbirhanu:feature/canonical-senf-pln
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Implement the canonical senf pln parser#4
danielbirhanu wants to merge 10 commits into
singnet:senf-experimentsfrom
danielbirhanu:feature/canonical-senf-pln

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  • Built the canonical SENF PLN parser around the main SENF/TransWeave ideas from the research paper.
  • Added occurrence-level entity tracking with supporting and conflicting identity evidence.
  • Introduced contextual exemplars and ranked, cost-aware TransWeaves.
  • Added grounded SENF admission and predicate-family compatibility checks.
  • Added transport-based truth-value degradation and optional identity/predicate bridge atoms.
  • Persisted SENF context through the vector store for cross-session resolution.
  • Prevented cumulative query and weave contamination across benchmark cases.
  • Integrated SENF signals into query scoring, configuration, and telemetry.
  • Added focused regression tests; all 322 tests pass.
  • Stress25 proof coverage improved over the canonical PLN baseline, while remaining answer-quality limitations are documented.

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