Distinguish source-pool exhaustion from training admission eligibility
A complete training-data census must prove both source-pool exhaustion and admission eligibility. Before claiming there are no unused real examples, show that every authorized source call was acquired, every resulting turn was reviewed, and every excluded row has a frozen reason.…