What this category's data looks like
For Chinese-Foreign Cooperative Education Institutions' establishment and annual reports, the core materials are the establishment application, the cooperation agreement, and the articles of association. The establishment application states the institution name, education level, program offerings, and enrollment scale; the cooperation agreement specifies the Chinese and foreign parties' capital contributions, management structure, term, and termination clauses; the articles of association define the governance mechanism, deliberation rules, and signing authority. These three types of materials each play a different role during deployment, operations, and application handover: the application provides the institution's basic information and field definitions, the cooperation agreement provides both parties' rights and responsibilities and date milestones, and the articles of association provide the signing entity and receipt requirements. Field characteristics are concentrated in four categories: name, quantity, date, and signature, and the same record often appears in two materials. The update cadence changes with establishment approval, annual report submission, agreement renewal, and articles amendment. Each update must align the version, connection, and task record so that a handover-ready deployment state and operation record can be formed.
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 the original text snippet and source identifier, and the length can be 0. Even if no content is found, the output pipeline still completes. The "handover-ready deployment state and operation record" is then completed by subsequent AI nodes, code nodes, or manual work.
| Object | Check | Verification action |
|---|---|---|
| Establishment application | Name, quantity, date, and signature do not match the cooperation agreement or articles of association | In the node, check the selected collection and its vector model, open the citation superscript to trace back to the original paragraph in the application, and compare fields item by item |
| Cooperation agreement | Dates in capital contribution, term, and termination clauses do not match the articles of association or annual report records | Open the search parameter panel and check item by item; run a test query with no matching material and see that the output is empty while the pipeline continues |
| Articles of association | Signing entity and receipt requirements are inconsistent with the application or agreement | Compare the cited snippet against the source document and check whether the number of items in the citation array in responseData (non-streaming module results returned with detailed output enabled) matches the matched materials |
| Deployment state and operation record | Version, connection, and task record are inconsistent | Check item by item against the handover checklist, record quoteList and the citation array length, and inspect the citation text tokens and quoteMaxToken separately |
Three common errors
- Symptom: The name, quantity, and date of the same record do not match between the application and the agreement. Cause: The two materials are updated separately, and no field-level comparison was performed.
- Symptom: The articles of association version is not synchronized, and signatures or receipts are missing. Cause: After amendment, the deployment state and task record were not written back.
- Symptom: There is no citation superscript in the answer, and the cited snippet does not match the original text. Cause: First check whether this round matched anything and which material was matched, then look at trimming.
How to verify the setup
Acceptance for this feature: ask a question with source evidence and check whether the citation array and superscript can trace back to the original text; then ask a question with no matching material and confirm that the array is empty while the pipeline completes.
Business test: check once item by item against the handover checklist and see which record is missing.
- In the conversation, open the citation superscript and compare each citation against the source document to check whether it can trace back to the original paragraph.
- Run a test query with no matching material, record the citation array length and
quoteListwithinresponseData, and confirm that the empty-array pipeline continues.