What this category's data looks like
This page addresses teacher qualification exam and certification scenarios. Materials include written and interview registration forms, Mandarin proficiency certificates, medical examination forms, as well as attachments such as registration receipts and signature pages. The material sources are exam institutions and certification institutions, and the update cadence is synchronized with registration batches and certification announcements: registration forms are generated with each batch, Mandarin proficiency certificates and medical examination forms are submitted before certification, and receipts are returned after acceptance. The three types of materials have different field emphases: the registration form contains name, ID number, exam subjects, exam district, date, and signature; the Mandarin proficiency certificate contains level, certificate number, test date, and issuing institution; the medical examination form contains examination items, conclusion, hospital seal, and examination date. When entering the authorized access and external services function, the registration form serves as the master record of identity and registration information, the Mandarin proficiency certificate and medical examination form serve as qualification condition attachments, and the receipt serves as the acceptance proof, together forming the basis for determining the visible scope. Citation sources and traceability require that each citation can point back to the original paragraph, facilitating subsequent field comparison and ledger generation.
Configuration and implementation checks
This step is executed by the citation output of the knowledge base retrieval node, which outputs an array of citation content, each containing an original text snippet and a source identifier, and the length may be 0. "External entry points and authorization scope" is completed next by subsequent AI nodes, code nodes, or manual work.
| Object | Check | Verification action |
|---|---|---|
| Written and interview registration form | Name, ID number, exam subjects, exam district, date, and signature are consistent across all materials | Compare the registration form with the receipt, check fields, dates, and signatures item by item, and record inconsistencies |
| Mandarin proficiency certificate | Level, certificate number, test date, and issuing institution correspond to the registration information | Open the citation marker to point back to the original certificate text, verify the number and date, and confirm there are no missing items |
| Medical examination form | Examination items, conclusion, hospital seal, and examination date are complete and match the certification batch | Verify the seal and date, check whether signatures or receipts are missing, and record whether versions are synchronized |
| Citation content output | The number of returned items matches the matched materials; an empty result is also normal | Run a test with a question that has no matching materials, see that the array is empty while the pipeline continues, and record the item count separately |
Three common errors
- Symptom: The name and date for the same record do not match between the registration form and the receipt. Cause: The two materials are entered at different stages, versions are not synchronized, and there is no unified verification.
- Symptom: The Mandarin proficiency certificate number or medical examination date is inconsistent with the registration information. Cause: After the materials were updated, the master record was not written back, and the citation snippet does not match the original text.
- Symptom: The medical examination form lacks a signature or the receipt is missing. Cause: Attachments were not fully collected during the acceptance stage, and incomplete materials were included as visible when determining the authorization scope.
How to verify the setup
This feature's acceptance check: ask a question that has original-text support, and verify whether the citation array and markers can point back to the original text; then ask a question with no matching materials, and confirm that the array is empty while the pipeline completes. During verification, check the citation array length in responseData (non-streaming module results returned with detailed output enabled), and check that the citation snippets in quoteList correspond to the original text; when a citation limit is involved, check the tokens of the citation text, record the array item count separately, and treat quoteMaxToken only as a content budget, not as an equality comparison with the item count.
Business test: access once with a restricted identity and see whether the visible scope matches the setting
- In the node, verify the selected knowledge base collections and their vector models, and confirm that the selected knowledge bases use the same vector model.
- Open the search parameter panel and verify the values item by item, then run a test with a question that has no matching materials, and see that the output is empty while the pipeline continues.