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Preprint + pseudocode for the PUTMAN Model (relational meaning graphs, activation, constrained reconstruction, rigidity).

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PUTMAN Model

A Core Architecture for Contextual Meaning Reconstruction

Latest preprint (concept DOI, always resolves to newest version): https://doi.org/10.5281/zenodo.15634339

Latest Zenodo record (this upload): https://zenodo.org/records/18651588

Live demo (visual simulator): https://putmanmodel.github.io/putman-visual-sim/index.html

Summary

PUTMAN is a compact, implementable architecture for modeling interpretation shift in recursive symbolic systems. Meaning is represented as a weighted, typed relational structure that is selectively activated under contextual constraints and reconstructed into ranked candidate interpretations. The framework includes modulators for affect (E), recursion depth (d), and rigidity (ρ), plus minimal examples, a minimal evaluation protocol, and reference pseudocode.

Files

  • PUTMAN_Model_v2.1.pdf — the paper (mirrors the Zenodo upload)
  • CITATION.cff — citation metadata for GitHub

Citation

If you use or reference this work, cite the Zenodo record:

Putman, Stephen A. PUTMAN Model: A Core Architecture for Contextual Meaning Reconstruction. Zenodo. https://doi.org/10.5281/zenodo.15634339

To cite a specific release, use the version DOI shown on the Zenodo record page.