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 name, contributors, date, and signature; patent disclosure documents carry the technical solution, inventors, application milestones, and receipts; software copyright materials include the version number, functional description, ownership attribution, and stamped pages. When the materials enter the knowledge base retrieval node, each is split and indexed as an independent source document, so that citation output can point back to the original paragraphs. The update cadence follows registration batches and application milestones; the same record may have inconsistent names, quantities, or dates across two materials due to version iteration, and citation snippets must be checked item by item against the source identifiers.
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 entry containing an original text snippet and a source identifier, and the length may be 0. Even if no content is found, the output pipeline still completes. The handover-ready deployment state and operation records are completed by subsequent AI nodes, code nodes, or manual work.
| Object | Check | Verification action |
|---|---|---|
| Achievement registration form | Whether the fields, date, and signature are consistent with the same record in the patent disclosure document | Bring up the citation snippet, compare the name, contributors, date, and signature fields item by item, and verify the quoteList source identifier for each |
| Patent disclosure document | Whether the inventors, application milestones, and receipts are in sync with the version in the registration form | Open the citation marker to point back to the original paragraph, check whether the version number and receipt are missing, and record the number of array entries |
| Software copyright materials | Whether the version number, ownership attribution, and stamped pages match the quantity and date in the registration form | Check item by item according to the handover sheet, and verify whether the number of citations in responseData (non-streaming module results returned with detailed output enabled) matches the materials hit |
| Associated knowledge base | Whether the selected knowledge bases use the same vector model | In the node, check the selected collections and their vector models, and open the search parameter panel to verify each item |
Three common errors
- Symptom: The name, quantity, and date of the same record do not match between the achievement registration form and the patent disclosure document. Cause: The two are maintained separately, and citation snippets were not used to point back to the same source paragraph for comparison.
- Symptom: The version of the software copyright materials is not synchronized, and the registration form still shows the old version number. Cause: The update cadence did not advance with the application milestones, and the citation output did not cover the latest materials.
- Symptom: The patent disclosure document is missing a signature or receipt, and items are missing during handover sheet verification. Cause: Fields were not completed before the materials entered retrieval, and the citation array length does not match the materials hit.
How to verify the setup
Acceptance for this feature: ask a question with original-text support, verify whether the citation array and markers can point back to the original paragraphs, and record the number of array entries; then ask a question with no matching materials, confirm that the array is empty while the pipeline completes, and note that quoteMaxToken only verifies the tokens of the citation text and is not compared for equality with the number of entries.
Business test: check item by item once according to the handover sheet, see which record is missing, confirm that the version, connection, and task records are consistent, then hand over to operations or the next shift.
- Open the search parameter panel to verify the values item by item, and check whether the selected knowledge bases use the same vector model.
- In the conversation, open the citation markers, compare the source documents against
quoteListandresponseData, and confirm that the citation snippets correspond to the original text.