What this category's data looks like
The filing materials for enterprise independent skilled talent evaluation typically include the enterprise evaluation filing form, evaluation specifications, and candidate roster. The fields across these three types of materials are interleaved, and the date and signature requirements differ. The filing form contains the evaluation occupation name, level, filing number, and validity period; the evaluation specifications state the assessment method, scoring standards, and venue requirements; the roster records candidate names, ID numbers, applied occupations, and signature confirmation. The material sources are enterprise declarations and competent department receipts, and the update rhythm is driven by policy adjustments, batch changes, and personnel increases or decreases. When entering the knowledge base, the filing form and evaluation specifications serve as regulatory basis to support retrieval, while the roster serves as a process record to assist verification. Field characteristics are concentrated in names, quantities, dates, and signatures. If any field is inconsistent between two materials, it will affect the accuracy of the version ledger and change records.
Configuration and implementation checks
This step is executed by the index service and vector database, outputting vectors and index status (whether recall is possible and whether data in the same group is merged). The "version ledger and change records" are then completed by subsequent AI nodes, code nodes, or manual work (retrieval and citation trimming only take supporting materials).
| Object | Check | Verification action |
|---|---|---|
| Enterprise evaluation filing form | Whether the name, quantity, date, and signature are consistent with the evaluation specifications | Check the filing number, evaluation occupation name, level, and validity period, confirm that signatures and receipts are complete, and check whether the data row index field contains all vector identifiers |
| Evaluation specifications | Whether the assessment method and scoring standards are consistent with those recorded in the filing form | Compare the evaluation occupation name, level, and venue requirements, confirm that the version number and references are updated synchronously, and inspect the data scope covered by the rebuild task records |
| Candidate roster | Whether candidate names, ID numbers, and applied occupations match the quantity in the filing form | Check names and quantities one by one, confirm that signatures or receipts are not missing, and during retrieval observe whether data in the same group is merged and whether the defaultToken and maxToken settings affect recall |
| Data row index field | Whether all vector identifiers of a data row are present | Open a data row and check the index field, confirm the status is indexed, retrieve once to see whether the same group is merged and whether the vector score takes the highest value |
Three common errors
- Phenomenon: The same candidate's name or quantity does not match between the roster and the filing form. Inspect the following: Material sources are not synchronized, and a unified field check was not performed during entry.
- Phenomenon: The evaluation specifications have been updated, but the filing form still references the old version. Inspect the following: The version was not synchronized; the old version is traceable, but the current version is not unique.
- Phenomenon: The filing form or roster lacks signatures or receipts, and duplicate entries appear in retrieval results. Inspect the following: The materials are incomplete, and the index field does not record all vector identifiers.
How to verify the setup
Acceptance for this feature: Take one data row and inspect the index field, confirm that multiple vector identifiers are present and the status is indexed, then retrieve once to see whether the same group is merged and whether the vector score takes the highest value.
Business test: Change one piece of content, see whether the version number and references are updated synchronously, and check the impact of limit on the tokens of the referenced text, recording the array count separately.
- In the knowledge base settings, check that the index model is consistent with the vector model actually used by the knowledge base, and inspect the data scope covered by the rebuild task records.
- Open a data row and check the index field, confirm that multiple vector identifiers of one data row are all present, and during retrieval observe whether data in the same group is merged and whether recall is possible.