What this category's data looks like
This page addresses the kindergarten home-school co-education communication scenario, with materials drawn from class notices, child observation records, parent request registrations, and committed-matter replies. The category is kindergarten home-school co-education communication; when the materials enter multilingual materials and terminology handling, each takes on a different role: notices and committed matters are used to check response times and fulfillment, observation records are used to verify whether descriptions of child performance match the records, and parent request registrations are used to merge feedback by category. The update cadence follows daily communication and semester stages, and the field characteristics include multilingual alignment, recurring terminology, and dense referential relations. The unified terminology glossary and aligned draft require the same term to be consistent throughout the whole text and the translated name to be able to refer back to the source text, and the final output is delivered for external release.
Configuration and implementation checks
This step is executed by the memory turn count and prompt configuration in the application settings, and the output references the historical message range and answer constraints. The "unified terminology glossary and aligned draft" is then completed by the model. The memory turn count controls how many previous turns of dialogue can be referenced at most when answering; if the value is too small, the preceding text cannot be used, and if the value is too large, irrelevant content is brought in and consumption increases.
| Object | Check | Verification action |
|---|---|---|
| Unified terminology glossary and aligned draft | The same term is consistent throughout the whole text, and the translated name can refer back to the source text | Sample three terms and check whether their wording is consistent throughout the whole text, and check the current memory turn count value in the application settings |
| Committed matters and response times | Committed matters receive a response in subsequent turns, and the response time is traceable | Run a trial with two consecutive question turns, using the second turn to refer back to the committed matter from the first turn, and see whether the answer is off-topic |
| Child performance descriptions | The statements match the observation records, and no performance absent from the records appears | Check the descriptions one by one against the observation records, and check whether the historical message range referenced in messages covers the relevant turns |
| Parent request classification | Feedback is merged by category, and notice delivery status can be distinguished | Merge feedback by request category, and check whether the references of chatId and variables in the aligned draft are consistent |
Three common errors
- Symptom: committed matters are not responded to in subsequent turns. Cause: the memory turn count value is too small, the earlier commitment does not enter the reference range, and the answer only follows the most recent turn.
- Symptom: child performance descriptions do not match the observation records. Cause: the prompt constraints do not limit the source of the statements, and the model summarizes based on the preceding text rather than the records.
- Symptom: parent request feedback is not categorized, and notice delivery status is mixed together. Cause: the answer constraints do not require merging by category, and the historical message range is too broad and brings in irrelevant content.
How to verify the setup
Feature acceptance: ask two consecutive follow-up questions and see whether the second question refers back to the referent of the first question; at the same time, check whether the referenced historical message range in messages matches the answer constraints.
Business test: sample three terms and check whether their wording is consistent throughout the whole text, and check whether the translated names can refer back to the source text.
- Check the current memory turn count value in the application settings and match it with the preceding-text range required by the question.
- Compare the usage records of two runs to confirm that the run consumption changes accordingly after the turn count is adjusted.