What this category's data looks like
This page addresses research achievement registration and intellectual property management scenarios. Materials include achievement registration forms, patent disclosure documents, and software copyright materials. Sources are submissions by researchers and historical archives, and the update cadence changes with declaration and review milestones. When the three types of materials enter the Q&A intake and missing-item follow-up feature, their roles differ: achievement registration forms provide achievement name, completers, date, and signature fields; patent disclosure documents provide technical solution, inventors, filing date, and receipt; software copyright materials provide version number, development completion date, and seal. The field characteristic is that the same record needs cross-comparison across multiple materials, and names, quantities, dates, signatures, and receipts often appear inconsistent or versions are not synchronized.
Configuration and implementation checks
This step is executed by the tool calling node in the workflow (the model decides whether to call, and the node executes), outputting the tool call result (the input parameters and return in the call record). The intake records and the questions to be completed are then handled by subsequent AI nodes or manual verification. The tool description, parameter description, and whether it is required jointly determine whether the model calls. When there are no required parameters, the model may fabricate parameter values on its own; when there are required parameters but the context has no suitable value, it may not call, and prompt guidance is needed to ask follow-up questions.
| Object | Check | Verification action |
|---|---|---|
| Achievement registration form | Whether the name, quantity, date, and signature fields are consistent with the patent disclosure document and software copyright materials, and whether versions are synchronized | Open the tool node description field and check whether the description can be understood on its own; open each parameter configuration one by one, check the parameter description and whether it is required, and run a test with a question missing a signature to see whether it asks a follow-up question first |
| Patent disclosure document | Whether the inventor, filing date, and receipt fields match the corresponding record in the achievement registration form, and whether there is a missing signature or receipt | On the canvas, check that the diamond interface is connected to the target tool, inspect the tool calling node connections and node status, and confirm whether the model calls according to the description when there are required parameters |
| Software copyright materials | Whether the version number, development completion date, and seal fields are synchronized with the other two materials, and whether the name and date of the same record do not match | Run a test with a question missing the version number, check the input parameters and return in the call record, confirm whether it asks a follow-up question or calls according to the description, and check whether the return result contains values that do not exist in the business materials |
| Tool calling node | Whether the required parameters correspond to fields that actually exist in the business materials, and whether results cross over each other after multiple tools are chained | Check the tool description, parameter description, and whether it is required; inspect the behavior of toolChoice and functionCall in the call record; and confirm whether the model directly gives an answer when it does not call the tool |
Three common errors
- Symptom: The same achievement name is written differently in the achievement registration form and the patent disclosure document, and the quantity and date do not match. Cause: Material sources are not synchronized, and fields are not cross-compared.
- Symptom: The version number of the software copyright materials is not synchronized with the version in the registration form, and the seal or receipt is missing. Cause: The update cadence is inconsistent, and there is a lack of version and signature verification steps.
- Symptom: The return result contains values that do not exist in the business materials, and results cross over each other after multiple tools are chained. Cause: When there are no required parameters, the model fabricates parameter values on its own, and the tool description and parameter description are not clear enough.
How to verify the setup
Acceptance of this feature: run a test with a question missing a required parameter, check the input parameters and return in the call record, and confirm whether it asks a follow-up question or calls according to the description; check whether toolChoice and functionCall are triggered according to the tool description, parameter description, and whether it is required.
Business test: ask a question missing key information and see whether it asks a follow-up question before answering; if the model does not call the tool and directly gives an answer, add prompt guidance to guide the user to provide parameters.
- Open the tool node description field, check whether the description can be understood on its own, and check the parameter description and whether it is required one by one.
- On the canvas, check the diamond connections and node status, run a test with a question missing a field, and record the input parameters and return in the call record.