Training records and historian comparison (P08)

Training records

• Schema: training-record-batch.schema.json
• Runtime: training_records.py
• Example: training_record_batch_example.json

Rules:

• No chain_of_thought, hidden_reasoning, or scratchpad fields
• chain_of_thought_included must be false when present
• Every record requires verification_refs

Historian comparator

• Schema: historian-comparison.schema.json
• Runtime: historian_compare.py
• Example: historian_comparison_example.json

Rules:

• Runs after learner freeze only
• visible_to_learner must remain false
• unmatched_local_reference requires external review before humanity novelty claims

Pack

physics/historian-compare (I0 scaffold).

Handbook parity

Paired wiki stubs under wiki/semantic/physics-knowledge-curation.md and wiki/execution/physics-knowledge-curation.md; rebuild forge-intelligence-website after doc changes.