What this category's data looks like
Enterprise compliance and safety training materials usually include three types of sources: compliance training courseware, safety operating procedures, and exam records. Courseware is updated quarterly by the training department, with fields including course name, class hours, and instructor signature; procedures are revised annually or after incidents by the safety management department, with fields including clause number, effective date, and approval signature; exam records are generated per session by the assessment system, with fields including candidate name, exam paper number, score, invigilator signature, and receipt. When the three types of materials enter the material verification and discrepancy localization function, courseware and procedures serve as baseline materials, and exam records serve as the objects to be verified. The system compares the name, quantity, date, and signature of the same record field by field, outputs a discrepancy list for the reviewer to confirm and write back to the ledger.
Configuration and implementation checks
This part is executed by application settings (response limit, etc.), which output the length of a single answer and the range of context that can be accommodated. The "discrepancy list" is then completed by the model, and the entry point and authorization are handled by the publishing service and file permissions.
| Object | Check | Verification action |
|---|---|---|
| Compliance training courseware | Course name, class hours, date, and instructor signature are consistent in both materials | In application settings, check the position of the response limit slider, confirm that the single-answer length can cover the courseware field list, and then compare the course name and date of the courseware and the ledger one by one |
| Safety operating procedures | Clause number, effective date, and approval signature are consistent between the procedures and the ledger | Check the procedure version number and effective date, record clauses missing signatures or receipts, and check whether maxContext and maxResponse affect the complete output of the long clause list |
| Exam records | Candidate name, exam paper number, score, invigilator signature, and receipt are consistent in both materials | Use one real record to compare the exam record with the ledger, mark fields where the name, quantity, or date do not match, and confirm that quoteMaxToken only constrains the quoted text budget, while the number of array items is recorded separately |
Three common errors
- Symptom: The course name or date of the same record does not match between the courseware and the ledger. Cause: The version was not synchronized; after the courseware was updated, the ledger was not written back, resulting in differences in name and date.
- Symptom: The exam record is missing the invigilator signature or receipt. Cause: The signature process was not closed-loop; the signature and receipt fields were not completed before the record entered verification.
- Symptom: The answer is cut off in the middle of a sentence, and the end of the discrepancy list is incomplete. Cause: The response limit is set too low, so the long answer is truncated early; it needs to be raised and the ending checked again.
How to verify the setup
Acceptance of this function: ask a question that requires a long answer, for example list all discrepancy fields and their basis, check whether the end of the answer is complete, and verify whether the maxResponse and maxContext settings match.
Business test: use one real record to find fields inconsistent with the ledger, mark the positions where the name, quantity, or date do not match, and hand them to the reviewer for confirmation and write-back.
- In application settings, check the response limit switch and slider position, and confirm that the single-answer length matches the answer length required by the page.
- Compare the usage of two runs, confirm the change in single-run usage after the limit adjustment, and check whether the answer length for similar questions is stable.