What this category's data looks like
Student award, grant, loan, and hardship determination materials include three types: family economic hardship determination forms, scholarship and grant application forms, and loan receipts. The determination form contains family members, income, hardship level, and village committee or subdistrict signature and date; the application form contains student ID, grade, class ranking, application level, and counselor signature and date; the loan receipt contains contract number, disbursement amount, disbursement date, and bank receipt stamp. When these three types of materials enter the knowledge base retrieval node, the determination form and application form serve as the basis for identity and eligibility, and the receipt serves as the basis for loan arrival, each being cited as original text fragments. Materials are updated by academic year, with centralized acceptance in autumn and supplementary enrollment in spring, and signature and receipt dates must fall within the corresponding academic year interval. The field characteristic is that the same student's name, student ID, hardship level, amount, and date in the two materials must be consistent, and the latest signed document prevails as the version. During external services, parents or superiors view the corresponding material citations and source identifiers within the authorized scope, and unauthorized access is not visible.
Configuration and implementation checks
This link is executed by the citation output of the knowledge base retrieval node, outputting an array of cited content, each item containing an original text fragment and a source identifier, with a length that can be 0. The externally accessible entry point and authorization scope must be handled subsequently by AI nodes, code nodes, or manual work. The cited content is output as an array, with a length that can be 0; even if no content is retrieved, the output chain will still run through.
| Object | Check | Verification action |
|---|---|---|
| Family economic hardship determination form | Whether fields, dates, and signatures are complete, and whether hardship level corresponds to income | Verify the family members, income, level, signature, and date in the original text fragment of the determination form, and trace back to the source document |
| Scholarship and grant application form | Whether student ID, grade, class ranking, application level, and signature date are consistent with the determination form | Verify the cited fragment of the application form and the cited fragment of the determination form, and compare the name, student ID, level, and date of the same record |
| Loan receipt | Whether contract number, disbursement amount, disbursement date, and receipt stamp are consistent with the application form | Verify the cited fragment of the receipt, compare the amount and date, and record an empty array when signature or receipt is missing |
| Cited content output | The number of items is consistent with the matched materials, and being empty is also normal | Run a test with a question that matches no materials, see that the output is empty while the chain continues, and record the array length and the quoteMaxToken budget; do not compare the two for equality |
Three common errors
- Phenomenon: The name, student ID, and hardship level of the same record do not match between the determination form and the application form. Cause: The two materials were entered separately and versions were not synchronized, and the latest signed document was not taken as the standard.
- Phenomenon: The disbursement amount and disbursement date on the loan receipt do not match the amount and date in the application form. Cause: The receipt version was not synchronized, or the receipt lacks a signature and receipt stamp.
- Phenomenon: There is no citation superscript in the answer, or the cited fragment does not match the original text. Cause: No materials were matched in this round, or after materials were matched, the original paragraph was not traced back; this cannot be directly attributed to length truncation.
How to verify the setup
This feature's acceptance: ask a question with original-text support, verify whether the citation array and superscripts can trace back to the original text, and record the array length and the quoteMaxToken budget; then ask a question with no matching materials, and confirm that the array is empty while the chain runs through.
Business test: access once with a restricted identity, see whether the visible scope matches the setting, that unauthorized access is not visible, and verify the citation source identifiers in responseData (non-streaming module results returned with detailed output enabled) and quoteList.
- Turn on citation superscripts, check the original text fragments and source identifiers one by one against the source documents, record the array length and the
quoteMaxTokenbudget, and do not compare the two for equality. - Run a test with a question that matches no materials, confirm that the output is an empty array while the chain continues, and then verify the citation source identifiers and authorization scope in
quoteListwithinresponseData.