What this category's data looks like
Graduate training process management involves materials such as training plans, proposal reports, and mid-term assessment forms. Sources are supervisors, college secretaries, and system exports, and the update rhythm advances with semester milestones. When materials enter the material verification and discrepancy localization function, each has a different role: the training plan provides course and credit fields, the proposal report provides topic and date fields, and the mid-term assessment form provides assessment conclusion and signature fields. Field characteristics include name, quantity, date, signature, and receipt, and the same record must be compared item by item across two materials. This function is based on the single-response length and the context range that can be accommodated, and the model completes the discrepancy list, while entry and authorization are handled by the publishing service and file permissions. During material verification, first locate the same object, then compare field values, and finally mark discrepancies.
Configuration and implementation checks
This part is executed by application settings (response limit, etc.), outputting the single-response length and the context range that can be accommodated. The "discrepancy list" is then completed by the model. The response limit uses a slider to control the length of a single response; if set too low, the response will be truncated, and if set too high, consumption will increase.
| Object | Check | Verification action |
|---|---|---|
| Training plan | Name, quantity, date, and signature must be consistent with the proposal report | In application settings, check the position of the response limit slider and confirm that the single-response length can accommodate the field list |
| Proposal report | The date and signature of the same record must be consistent with the mid-term assessment form | Ask a question that requires a long answer, see whether the ending is complete, and check the configuration range of maxResponse and maxContext |
| Mid-term assessment form | Version synchronization and receipt fields must be consistent with the training plan | Compare usage from two runs, record quoteMaxToken as the reference content budget, and record the number of array items separately |
| Discrepancy list | Field discrepancies must be marked and submitted to the reviewer for confirmation | Use a real record to find fields inconsistent with the ledger, and check signatures and receipts before writing back |
Three common errors
- Symptom: The name, quantity, and date of the same record do not match across two materials. Cause: Material sources are not synchronized, and fields were not compared one by one.
- Symptom: Versions are not synchronized, and an old training plan is mixed with a new proposal report. Cause: The update rhythm is inconsistent, and the version was not locked.
- Symptom: Signatures or receipts are missing, and the mid-term assessment form fields are incomplete. Cause: A step in material circulation was omitted, and completeness was not checked.
How to verify the setup
Acceptance for this function: Ask a question that requires a long answer, see whether the ending is complete, and confirm that the response limit matches the answer length required by the page.
Business test: Use a real record to find fields inconsistent with the ledger, mark the discrepancies, and submit them to the reviewer for confirmation.
- In application settings, check the response limit switch and slider position, and confirm that the single-response length can accommodate the field list.
- Compare usage from two runs, and record configuration changes for
maxResponse,maxContext, andquoteMaxToken.