What this category's data looks like
This page focuses on material verification and discrepancy localization in the context of journal three-stage review and three-proof correction and editorial quality. The material sources are the three-stage review forms, proofs, and proofreading records that circulate daily in the editorial office. The update rhythm synchronizes with each issue's manuscript circulation batch. Field characteristics center on name, quantity, date, signature, and receipt. The three-stage review form carries the circulation information and signature fields for initial review, re-review, and final review. The proof carries the text and chart status after typesetting. The proofreading record carries the findings and modification traces from each proofreading round. When these three types of materials enter this function, each plays a different role: the three-stage review form serves as the basis for process nodes, the proof serves as the content baseline, and the proofreading record serves as the process trace. The three need to be cross-compared on name, quantity, and date on the same object, providing raw input for the subsequent discrepancy list.
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 "discrepancy list" is then completed by subsequent AI nodes or manual verification. Based on the tool introduction, parameter introduction, and whether parameters are required, the model determines whether to call the tool this time; when there are no required parameters, the model may fabricate parameter values on its own, and when there are required parameters but no suitable value in the context, it may not call.
| Object | Check | Verification action |
|---|---|---|
| Three-stage review form | Whether the name, quantity, date, and signature are consistent with the proof | Open the fields of the three-stage review form and the corresponding columns of the proof, compare name, quantity, and date item by item, and check whether the signature fields are complete; on the canvas, confirm that the diamond interface is connected to the target tool, and check the call records of toolChoice and functionCall |
| Proof | Whether the version is synchronized with the proofreading record, and whether the date falls within the same batch | Compare the proof version number with the proofreading record version number, and check whether the date falls within the same batch; run a test with a question missing a required parameter, observe whether it asks a follow-up question first, and then check the toolChoice input parameters |
| Proofreading record | Whether the quantity, date, and receipt of each proofreading round are complete | Check the quantity and date of the proofreading record round by round, and check whether the receipt is missing; confirm that the functionCall return result does not contain values that do not exist in the business materials |
| Tool calling node | Whether the tool introduction, parameter introduction, and whether required correspond to the business fields | Open the introduction field of the tool node, and check whether the description can be understood on its own; check the parameter introduction and whether required items one by one, and confirm that they correspond to fields that actually exist in the three-stage review form, proof, and proofreading record |
Three common errors
- Phenomenon: The name, quantity, and date of the same record do not match between the three-stage review form and the proof. Cause: The two materials maintain their fields separately without cross-comparison, and the model does not trigger tool calling and directly gives an answer.
- Phenomenon: The proof version is not synchronized, and the proofreading record still points to the old version. Cause: The version number is not updated with the circulation, the tool calling node connection does not cover the version verification step, and the return result contains values that do not exist in the materials.
- Phenomenon: The three-stage review form lacks a signature or the proofreading record lacks a receipt. Cause: The signature and receipt fields are not marked as required, the model does not ask a follow-up question when there is no suitable value in the context, and after multiple tools are connected in series, the results interfere with each other.
How to verify the setup
Acceptance of this function: 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 introduction; check whether toolChoice and functionCall make judgments according to the tool introduction, parameter introduction, and whether required.
Business test: use a real record to find fields inconsistent with the ledger, compare the name, quantity, date, and signature of the three-stage review form, proof, and proofreading record, locate the discrepancy, and hand it to the reviewer to confirm and write back.
- Open the introduction field of the tool node, check whether this description can be understood when taken out on its own, and confirm that the three elements of purpose, when to use, and what result is returned are complete.
- Open the parameter configuration one by one, check the introduction and whether required items, confirm that they correspond to fields that actually exist in the business materials, and run a test with a question missing that field.