What this category's data looks like
The data for this category looks like this: Adult college entrance examination registration and admission management involves three core types of materials: registration forms, care bonus materials, and admission rosters. The registration form contains the candidate's basic information, application level and preferences, with fields including name, ID number, registration date, and confirmation signature; the care bonus materials contain bonus items, supporting documents, review date, and handler's signature; the admission roster contains admission batch, major, planned number, admitted number, admission date, and responsible person's signature. When these materials enter the knowledge base retrieval node, each is cited as an independent source: the registration form is used to verify the candidate's identity and application information, the care bonus materials are used to verify the basis for bonus points and review traces, and the admission roster is used to verify admission results and numbers. The update rhythm advances by enrollment year and batch. The same candidate may appear in multiple materials, and names, quantities, dates, and signatures need to be checked item by item.
Configuration and implementation checks
Configuration and implementation checks: This step is executed by the citation output of the knowledge base retrieval node, which outputs an array of cited content, each containing the original text fragment and source identifier, and the length can be 0. The externally available entry points and authorization scope are subsequently completed by AI nodes, code nodes, or manual work.
| Object | Check | Verification action |
|---|---|---|
| Registration form | Fields include name, ID number, application level, registration date, and confirmation signature, and they match the same record's name and date in the care bonus materials and admission roster | Open the citation marker to trace back to the original paragraph, and compare item by item the name, registration date, and signature fields in the registration form and admission roster |
| Care bonus materials | Bonus items, supporting document names, review date, and handler's signature are complete, and they match the same candidate's name, quantity, and date in the registration form and admission roster | Check whether the cited fragment contains the review date and signature field, and verify whether the citation source identifier in responseData (non-streaming module results returned with detailed output enabled) corresponds to the original document |
| Admission roster | Admission batch, major, planned number, admitted number, and admission date are complete, and they match the same record's quantity and date in the registration form and care bonus materials | Access once with a restricted identity to see whether the visible range matches the setting; verify that the number of citations is the array length, quoteMaxToken is the content budget, and the two are not compared for equality |
Three common errors
- Phenomenon: The same candidate's name and registration date do not match between the registration form and the admission roster. Cause: The versions of the two materials are not synchronized, or the same field standard was not used during entry.
- Phenomenon: The review date in the care bonus materials is inconsistent with the bonus basis date in the admission roster. Cause: The materials update at different rhythms, old versions were not replaced, and old fragments were hit during citation.
- Phenomenon: The cited fragment does not match the original text, or there is no citation marker in the answer. Cause: First check whether this round hit and which material was hit, then look at
quoteListand trimming, and do not directly attribute it to length trimming.
How to verify the setup
How to verify the setup: For this feature's acceptance, ask a question with original text support and check whether the citation array and markers can trace back to the original text; then ask a question with no matching materials, confirm that the array is empty while the pipeline runs through, and record the number of citations and the respective values of quoteMaxToken.
Business test: Access once with a restricted identity to see whether the visible range matches the setting
- Open the search parameter panel and check the values item by item, confirm that the associated knowledge base uses the same vector model, and check that the citation source identifier in
responseDatacorresponds to the original paragraph. - Run a test with a question that has no matching materials, see that the output is empty while the pipeline continues, and record the number of citations and
quoteMaxToken; the two are not compared for equality.