What this category's data looks like
In the general college entrance examination registration qualification review scenario, materials usually include three categories: the college entrance examination registration form, household registration and student status proof, and materials for children accompanying migrating parents. The registration form provides the candidate's basic information and examination category; the household registration and student status proof provides the household registration address, the school where the student status is held, and enrollment status; the materials for children accompanying migrating parents provide supporting evidence such as parents' residence and social insurance. Material sources are mostly offline collection followed by scanning or system export, and the update rhythm advances with registration batches and review milestones, commonly involving supplementary submission in batches and repeated rounds of re-review. Field characteristics center on name, ID number, household registration address, student status school, enrollment start and end dates, parents' information, and signature fields. When materials enter the knowledge base retrieval node, each serves as a citable original source for subsequent field comparison, date verification, and signature checking.
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 item containing an original text snippet and a source identifier, and the length may be 0. The "handover-ready deployment status and operation records" are then completed by subsequent AI nodes, code nodes, or manual work.
| Object | Check | Verification action |
|---|---|---|
| College entrance examination registration form | Whether the fields, dates, and signature are consistent with the household registration and student status proof | Check the name, ID number, examination category, and signature field on the registration form, then see whether the cited snippet can point back to the original paragraph |
| Household registration and student status proof | Whether the name, quantity, and dates of the same record match the registration form | Compare the household registration address, student status school, and enrollment start and end dates item by item, and check whether the versions are synchronized |
| Materials for children accompanying migrating parents | Whether parents' information, residence, and social insurance dates are missing signatures or receipts | Check the parents' names, residence proof dates, and receipts, and confirm that the length of the citation array is consistent with the number of matched materials |
| Cited content output | The number of returned items is consistent with the matched materials; being empty is also normal | Run a test with a question that has no matching materials, see that the output is empty while the pipeline continues, and record the array length |
Three common errors
- Phenomenon: The name and dates of the same record do not match between the registration form and the household registration and student status proof. Cause: Materials were submitted supplementarily in batches, comparison was not performed under a unified field standard, and cited snippets did not point back to the original paragraph.
- Phenomenon: Materials for children accompanying migrating parents are missing signatures or receipts, yet the review still continues to flow. Cause: The handover sheet did not check the signature field and receipt item by item, and an empty citation array was misjudged as a retrieval failure.
- Phenomenon: There are no citation superscripts in the answer, or the cited snippets do not match the original text. Cause: Without first checking whether this round had a match and which material was matched, the issue was directly attributed to length truncation.
How to verify the setup
This feature's acceptance: ask a question with original-text support and check whether the citation array and superscripts can point 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 separately record the array length, quoteMaxToken, and the correspondence between responseData (non-streaming module results returned with detailed output enabled) and quoteList.
Business test: check once item by item according to the handover sheet, see which item's record is missing, and after confirming that the version, connection, and task record are consistent, hand over to operations or the next shift.
- Open the search parameter panel and check item by item, confirm that the selected knowledge base uses the same vector model, and check the cited content output and source identifier.
- Open the citation superscripts in the conversation, compare each citation against the source document to see whether it can point back to the original paragraph, and then record the array length.