-- Customer benchmark evidence is retained for evaluation only. It is not a -- runtime Few-shot because the vector store must not become a collection of -- case-specific benchmark overrides. UPDATE sg_qa_vector_example SET reference_status = 'RETIRED', inspection_status = 'RETIRED', inspection_note = 'Retired from runtime Few-shot retrieval; retained as customer QA evaluation evidence.', verified_at = SYSTIMESTAMP, verified_by = 'SGMP_POC_METADATA_REVIEW' WHERE source_type = 'CUSTOMER_QA_BENCHMARK' AND source_case_id = 'STD-21'; COMMIT; SELECT example_id, reference_status, inspection_status, source_case_id FROM sg_qa_vector_example WHERE source_type = 'CUSTOMER_QA_BENCHMARK' AND source_case_id = 'STD-21';