Generation-fact evidence and executable experiments for "Training, learning and inference: unified dynamics of functional formation"

This archive contains frozen generation-fact evidence, validated Generation-Fact Graphs, executable experiments, independent validators and reproduction entry points supporting the manuscript “Training, learning and inference: unified dynamics of functional formation”. It corresponds to tag paper-experiments-v2 and commit 9a96d066ad292bf872524cc5fe49f1f5c16dbd7d in the public GitHub repository: https://github.com/wind342/gfg-training-learning-inference-experiments. Preparation of the public repository did not alter the experimental code, frozen protocols, results, validators or scientific conclusions. Two third-party author-version papers used solely for literature auditing are not redistributed; their citations, DOIs and audited identities are documented in the repository.