What this category's data looks like
Academic journal business cooperation management involves three types of materials: business cooperation agreements, advertising review forms, and distribution cooperation materials. Their sources are scattered across editorial departments, advertising departments, and distribution channels, and their update cadence rolls with cooperation cycles and review batches. Business cooperation agreements carry the cooperating entities, revenue-sharing clauses, and signing dates; advertising review forms record advertising content, review opinions, and receipt status; distribution cooperation materials register distribution scope, quantity, and handover signatures. When these three types of materials enter the parsing and chunking stage, each is stored as an independent data row, with fields including name, quantity, date, and signature column. Terminology and translated names appear repeatedly across multilingual materials and require unified cross-referencing.
Configuration and implementation checks
This step is executed by the parsing and training task (server-side task), which outputs data rows and index status (parsed, indexing, indexed). "Unified terminology glossary and reference draft" is then completed by retrieval and subsequent processing.
| Object | Check | Verification action |
|---|---|---|
| Business cooperation agreement | Fields include cooperating entities, revenue-sharing clauses, signing date, and signature column; the name and date of the same record must match those in the advertising review form and distribution cooperation materials | Check the file records and data rows separately, confirm the data row status is parsed, indexing, or indexed, and check whether the chunk boundaries corresponding to chunkSize and chunkSplitter cover the signature column |
| Advertising review form | Fields include advertising content, review opinions, receipt status, and review date; the name and quantity of the same advertisement must not conflict with records in the business cooperation agreement | Open the data row to check the status, confirm the processing mode corresponding to trainingType, and check whether the receipt signature column is fully stored with the chunking |
| Distribution cooperation materials | Fields include distribution scope, quantity, handover date, and signature column; the version must be synchronized with the business cooperation agreement, and a missing signature or receipt means inconsistency | Look at the data rows covered by the rebuild task, confirm that only indexed data is covered, and check whether the name, quantity, and date format of the same distribution record are consistent across the three materials |
Three common errors
- Symptom: The name and quantity of the same distribution record do not match between the business cooperation agreement and the distribution cooperation materials. Cause: After chunking, the two materials are stored separately, and cross-material field alignment has not been done.
- Symptom: The advertising review form has been updated, but the business cooperation agreement still references the old version of the clauses. Cause: The version is not synchronized; the rebuild only covers data that has completed indexing, and old data rows are not triggered for update.
- Symptom: The distribution cooperation materials lack a signature or receipt, but the data row shows parsed. Cause: Successful parsing does not mean retrieval will definitely hit; you also need to check the index status and whether the signature column is fully stored with the chunking.
How to verify the setup
This feature acceptance: Upload one material, observe the data row status transitions and the coverage scope of the rebuild task, confirm that the status only transitions among parsed, indexing, and indexed, that the rebuild only covers indexed data, and check the chunking and processing modes corresponding to chunkSize, chunkSplitter, and trainingType.
Business test: Sample three terms and check whether their spelling is consistent throughout the entire document, confirm that the same term is consistent throughout the entire document and that translated names can refer back to the original text; the number of quotes is the array length, the quote limit checks the tokens of the quoted text, and the array count is recorded separately.
- Open the data row to check the status, confirm it is in one of the three states and consistent with the interface display.
- Check the file records and data rows separately, confirm that the identities of the file records and data rows are distinguishable from each other.