What this category's data looks like
Modern apprenticeship and order class management involves three types of core materials: school-enterprise cooperation agreements, order class training plans, and master-apprentice records. School-enterprise cooperation agreements include the cooperation period, number of positions, signatures and seals, and dates; order class training plans include course modules, class hour allocation, the list of enterprise mentors, and version numbers; master-apprentice records include the apprenticeship cycle, skill items, master signatures, and receipts. Materials are updated by semester or project milestone, and version changes must be synchronized to all related files. After entering the business basis query function, the three types of materials serve as searchable context sources, each playing a different role: the agreement provides the cooperation framework and the boundaries of rights and responsibilities, the training plan provides the teaching arrangements and assessment standards, and the apprenticeship records provide evidence of process execution. During queries, cross-comparison must be performed by material type, date, and signature status to ensure that basis entries can point back to the original text.
Configuration and implementation checks
This part is executed by application settings (response limit, etc.), which output the length of a single answer and the range of context that can be accommodated. "Basis entries that can point back to the original text" are then completed by the model. The response limit is controlled by a slider for the length of a single answer; if set too low, it may truncate, and if set too high, it increases consumption.
| Object | Check | Verification action |
|---|---|---|
| School-enterprise cooperation agreement | Whether the cooperation period, number of positions, signatures and seals, and dates are consistent with the training plan | Check the number of positions in the agreement against the enrollment number in the training plan, check whether signatures and dates are complete, and use maxContext to confirm the context range |
| Order class training plan | Whether the course modules, class hour allocation, list of enterprise mentors, and version number are currently valid | Compare the plan version number with the agreement date, confirm that the course modules correspond to the skill items in the apprenticeship records, and use quoteMaxToken to check the quoted text budget |
| Master-apprentice record | Whether the apprenticeship cycle, skill items, master signature, and receipt are complete and match the plan | Check whether the skill items in the apprenticeship record are consistent with the course modules in the training plan, check the master signature and receipt, and use maxResponse to confirm the answer length |
| Basis entry back-reference | Whether the entry can correspond to the page number or paragraph of the specific original material | Spot-check the basis entries in the answer, point back to the specific location in the agreement, plan, or record, and confirm that the name, quantity, and date are consistent |
Three common errors
- Phenomenon: the same number of positions is inconsistent between the agreement and the training plan. Cause: the two materials are updated on different schedules, and after the agreement is revised it is not synchronized to the training plan.
- Phenomenon: the apprenticeship record lacks a master signature or receipt. Cause: process records are not archived by milestone, and the signature step is omitted or not supplemented in time.
- Phenomenon: the answer is cut off in the middle of a sentence. Cause: the response limit is set too low, and the length of a single answer is restricted, resulting in an incomplete ending.
How to verify the setup
Acceptance of this function: ask a question that requires a long answer, see whether the ending is complete, and confirm that the response limit matches the answer length required by the page.
Business test: ask a basis question that spans materials, see whether the answer gives a citable source, and check whether the entry can correspond to the original text.
- In the application settings, check the response limit switch and slider position, and confirm that they match the answer length required by the page.
- Compare usage across two runs, confirm the change in single-run usage after adjusting the limit, and check truncation behavior and run consumption.