Why Provenance?

Implemented

Source, dataset, agent, rule, confidence, timestamp and human action must travel with a decision if the work is to be reproducible and reviewable.

Framework09

Epistemic labels

deterministic_geometry → real_evidence → rule_derivation → synthetic_data → model_inference → llm_reasoning. human_choice is off the scale.