What this category's data looks like
This page addresses the school safety hazard inspection and campus incident reporting scenario, with materials drawn from safety inspection checklists, hazard rectification ledgers, and emergency incident reports. Safety inspection checklists are filled in weekly or per inspection, with fields including inspection point, hazard description, inspector, and date; hazard rectification ledgers are updated according to the rectification process, with fields including hazard name, quantity, rectification deadline, responsible person, and closure signature; emergency incident reports are submitted immediately upon occurrence of the incident, with fields including incident name, number of people involved, date of occurrence, reporter, and receipt. When the three types of materials enter the anomaly tracing and manual review function, they play different roles: safety inspection checklists provide the original discovery records, hazard rectification ledgers provide the handling process and closure basis, and emergency incident reports provide incident characterization and reporting receipts. Multi-turn dialogue and prompt configuration let the model carry forward references from previous text across continuous follow-up questions, output an anomaly list and review conclusions, and provide them to the responsible person for handling.
Configuration and implementation checks
This part is executed by the memory turns and prompt configuration in the application settings, outputting the referenced historical message range and answer constraints. The anomaly list and review conclusions are then completed by the model. Memory turns control how many previous dialogue turns are referenced at most when answering; the value only needs to match the range of prior text required by the question.
| Object | Check | Verification action |
|---|---|---|
| Safety inspection checklist | Hazard name, quantity, and date match the hazard rectification ledger item by item, and the inspector's signature is complete | Take one hazard record and locate the name, quantity, date, and signature separately in the safety inspection checklist and the hazard rectification ledger |
| Hazard rectification ledger | Rectification deadline, responsible person, and closure signature are consistent with the emergency incident report receipt, and the version is the latest | Compare the ledger version number with the emergency incident report receipt, and check whether the closure signature and receipt are complete |
| Emergency incident report | Incident name, number of people involved, and date of occurrence do not conflict with the safety inspection checklist or the hazard rectification ledger | Using the incident date as the axis, trace back to the corresponding entries in the safety inspection checklist and the hazard rectification ledger and record the differences |
| Multi-turn dialogue and prompts | The second-round follow-up can carry forward the reference from the first round, and the referenced historical message range matches the answer constraints | Run a trial with two consecutive rounds of questions, and check whether messages and variables under chatId are correctly brought in |
Three common errors
- Symptom: The same hazard has mismatched names and quantities in the safety inspection checklist and the hazard rectification ledger. Cause: The two materials use different reporting standards, and no cross-check was performed.
- Symptom: The ledger version was not synchronized, and an old-version closure signature was treated as the latest basis. Cause: The update cadence is inconsistent, and version markers and receipt comparison are lacking.
- Symptom: The emergency incident report lacks a reporting receipt or reviewer signature. Cause: The reporting process is not closed-loop, and the review step leaves no trace.
How to verify the setup
This function's acceptance: two consecutive rounds of follow-up questions, with the first question giving a hazard name and the second question using a reference to ask about the rectification status; see whether the second question carries forward the reference from the first question, and check the scope brought in for chatId, messages, and variables.
Business test: create an anomaly record, see whether the source material can be traced, and confirm that the anomaly is supported by original records and a reviewer signature.
- In the application settings, check the current value of memory turns, match it with the range of prior text required by the question, and compare the usage records of two runs.
- Run a trial with two consecutive rounds of questions, check whether the opening message is treated as prior text, and whether the second question's reference answers off-topic.