What this category's data looks like
This page addresses the general college entrance examination registration qualification review scenario. Materials include the college entrance examination registration form, household registration and student status certificates, and materials for children accompanying migrant workers. Sources are archives from admissions and examination departments and schools, updated centrally by registration season and corrected on a rolling basis during the review period. Fields cover candidate name, ID number, household registration address, student status number, school attended, parents' residence and social insurance information, as well as the signature fields and receipt dates of each form. When entering this function, the college entrance examination registration form serves as the main record carrying application and identity fields, the household registration and student status certificates provide the basis for cross-checking household registration and student status, and the materials for children accompanying migrant workers supplement residence and social insurance evidence. The three types of materials jointly support the back-reference and version verification of basis entries, and retrieval results must be able to locate the specific material and field.
Configuration and implementation checks
This step is executed by the reranking model in the retrieval service, which outputs the sorted candidates and reranking scores. Basis entries that can back-reference the original text are then completed by citation trimming and answer generation. Reranking does not rewrite the original text, nor does it generate business deliverables.
| Object | Check | Verification action |
|---|---|---|
| College entrance examination registration form | Name, ID number, registration point, and signature date must be consistent with the household registration and student status certificates | Check the name, ID number, and signature date in the two materials, and record any discrepant fields |
| Household registration and student status certificates | Household registration address, student status number, and school attended must match the materials for children accompanying migrant workers | Compare the household registration address and student status number, and verify whether the receipt date and seals are complete |
| Materials for children accompanying migrant workers | The start and end dates of parents' residence and social insurance records must connect with the dates filled in on the registration form | Check the residence and social insurance date ranges, and confirm there is no conflict with the dates filled in on the registration form |
| Reranking candidates and scores | Candidates come from the merge of the vector and full-text paths, and are sorted by reranking score | Compare the order and scores of the top three before and after reranking, and check the values of searchMode, usingReRank, and limit |
Three common errors
- Symptom: the same candidate's name is written differently in two materials, and the quantities and dates also do not match. Cause: during data entry, values were not backfilled according to the main record, and cross-material consistency validation was lacking.
- Symptom: the household registration and student status certificates have been updated, but the registration form still references the old version. Cause: versions were not synchronized, and retrieval matched old entries without filtering by the current version.
- Symptom: materials for children accompanying migrant workers lack a signature or receipt, yet still appear near the top of the candidates. Cause: field completeness was not included in reranking filtering, and similarity was biased toward keyword matches.
How to verify the setup
This function's acceptance: compare the order and scores of the top three before and after enabling reranking, confirm that candidates come from the merge of the two paths, and check the actual values of searchMode, usingReRank, and limit.
Business test: ask a cross-material basis question, see whether the answer provides a back-referenceable source, and check and record the tokens of the cited text and the number of array entries separately.
- In the search parameters, check the switches for the vector and full-text paths, confirm that candidates come from both paths at the same time, and then look at the reranking scores.
- Compare the names, quantities, and dates of the same record in the two materials item by item, and mark entries missing a signature or receipt separately.