UTFANSWF v19.1 — Reproducibility Materials

This archive contains the validation harness, datasets, and auxiliary
scripts used during the development and validation of the UTFANSWF v19.1
framework.

These materials are provided for transparency and inspection of the
validation process described in the paper.

The framework itself is fully described in:

    paper/UTFANSWF_v19.1.pdf

The scripts and datasets are included for reference and reproducibility.
They are not required to understand the framework.

Optional: Running the validation scripts (Windows PowerShell example)

1. Extract the archive.
2. Open PowerShell in the root directory.
3. Run:

    python -m harness.run_all_gates

The validation scripts reproduce the checks described in the paper
(Rows 19–26).

Results are written to:

    results/

The primary output file is:

    REPORT.md

which provides a human-readable summary of the validation run.

Additional machine-readable outputs include:

    results.json       — summary PASS/FAIL report
    ledger.jsonl       — full audit ledger of validation steps

These materials correspond to the validation layer discussed in
UTFANSWF v19.1.

Author:
Ronald L. Alexander
ronald.l.alexander@outlook.com