What this category's data looks like
Research achievement registration and intellectual property management involves three types of materials: achievement registration forms, patent disclosure documents, and software copyright materials. Achievement registration forms record the achievement name, contributors, date, and signature; patent disclosure documents carry the technical solution, inventors, filing date, and receipt; software copyright materials include the software name, version number, development completion date, and seal. When these three types of materials enter the knowledge base retrieval node, each is associated as an independent source. After a retrieval hit, citation snippets point back to the original paragraphs for subsequent field comparison, ledger writing, and report generation. The update cadence of the materials varies: achievement registration forms are supplemented according to acceptance milestones, patent disclosure documents are finalized before filing, and software copyright materials are archived after registration. A common field characteristic is that the same achievement has inconsistent names, quantities, or dates across two materials, versions are not synchronized, or signatures and receipts are missing, requiring item-by-item verification based on citation sources.
Configuration and implementation checks
This step is executed by the citation output of the knowledge base retrieval node, which outputs an array of citation content, each containing an original text snippet and a source identifier, and the length may be 0. "Externally available entry points and authorization scope" are subsequently completed by AI nodes, code nodes, or manual work.
| Object | Check | Verification action |
|---|---|---|
| Achievement registration form | Whether the name, quantity, date, and signature are consistent with the patent disclosure document | Open the citation marker, compare field by field against the source document, and record discrepancies |
| Patent disclosure document | Whether the inventors, filing date, and receipt are synchronized with the version in the software copyright materials | Check the citation snippets and original paragraphs in responseData (non-streaming module results returned with detailed output enabled), and inspect the version number and seal |
| Software copyright materials | Whether the software name, version number, and development completion date are missing signatures or receipts | Access once with a restricted identity and see whether the visible scope matches the setting |
| Citation content array | The number of returned items matches the hit 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 quoteList records the number of items |
Three common errors
- Phenomenon: The name, quantity, and date of the same achievement do not match between the achievement registration form and the patent disclosure document. Cause: The two materials were entered separately, and no field-by-field comparison was made by pointing citations back to the original text.
- Phenomenon: The version of the software copyright materials is not synchronized, and the citation snippets point to an old version. Cause: After the materials were updated, the knowledge base was not re-associated, so retrieval still hit historical paragraphs.
- Phenomenon: The patent disclosure document lacks a signature or receipt, but the citation array still returns snippets. Cause: Signatures and receipts are not within the retrieval fields and must be verified separately by manual review based on citation sources.
How to verify the setup
Acceptance for this feature: ask a question with textual support and check whether the citation array and markers can point back to the original text; then ask a question with no matching materials and confirm that the array is empty while the pipeline runs through.
Business test: access once with a restricted identity and see whether the visible scope matches the setting, and unauthorized content is not visible.
- Check whether the selected knowledge base uses the same vector model, open the search parameter panel, and verify the values item by item.
- Record the number of citations and the
quoteMaxTokenbudget; record the number of items separately according to the array length, and do not compare it for equality with the budget.