What the Data for This Category Looks Like
This category of data comes from online composition analysis systems, DCS distributed control systems, laboratory ledgers, kiln and grinding equipment operation logs, raw fuel inventory ledgers, and energy metering reports. Daily generated documents include raw material batching plans, rotary kiln operation records, clinker test reports, quality control notices, equipment inspection records, and shift energy reports. Data update cycles cover real-time (kiln temperature, batching parameters), per-shift (inspection records, shift reports), and daily (test results, energy settlement data). Document fields include material ratios, thermal parameters, strength indicators, and metered values. All data is bound to the corresponding production department and collection timestamp.
Constraints Imposed by These Characteristics on Citation Sources and Traceability
Data from multiple sources updated at different times requires traceability to bind data collection timestamps and generating departments. This prevents mixing production data across time periods and departments. Different types of documents correspond to different review priorities. For example, clinker test reports must first be linked to original ledgers from the quality inspection department. Raw material batching plans must match raw fuel batch information. Real-time updated kiln and grinding parameters require traceability links to quickly locate the latest version of original records. Cached old data cannot be relied on. Continuous production of bulk materials requires traceability information to include raw fuel batches and grinding process numbers. This ensures the complete production chain can be traced during cross-review.
How to Configure Settings
This configuration is based on the logic of FastGPT v4.17.0.
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Maximum Citation Token | 800–1200 token | Matches the average length of a single clinker test report or kiln operation record. It avoids truncating critical production parameters. |
| Return Citation Data Toggle | Enabled | Meets the metadata requirement of displaying original data sources during cross-review. |
| Citation Detail Display | Full Fields | Covers core production fields such as material ratios, kiln temperature, and strength indicators. It facilitates cross-verification. |
| Single Search Citation Limit | Top 6 Entries | Matches the total number of inspection records and reports generated per shift. It avoids redundant information interfering with review. |
| Bind Citation Source Timestamp | Calibrated via actual measurement | Adapts to the multi-cycle update rhythm of real-time, per-shift, and daily data. It ensures traceability data aligns with production time. |
Three Common Misconfigurations
- Symptom: The conversation response does not include the document ID or data batch number of the citation source. Cause: The return citation data toggle is not enabled. Only basic text output is enabled. Metadata fields required for traceability are not bound.
- Symptom: The cited documents displayed do not match the current production time period of the review. Historical data across shifts or days appears. Cause: No citation source timestamp binding rules are configured. The full historical dataset is called by default. No screening is performed based on production cycles.
- Symptom: Multiple homologous inspection records are merged into a single citation. It is impossible to distinguish the specific parameters of a single inspection. Cause: The aggregation rules for citation detail display are not adjusted. Unnecessary content merging logic is enabled by default. Key fields of single records are lost.
How to Verify Proper Configuration
- Initiate a cross-review request that includes raw material batching parameters. Check whether the citation list in the returned results includes the raw material batching plan documents for the corresponding time period.
- View the return fields of the conversation API. Confirm that the document ID and collection timestamp of the citation source are included.
- Adjust the citation detail display toggle. Verify that core production fields such as material ratios and kiln temperature can be displayed in full.
- Simulate a cross-time-period query request. Confirm that the cited documents only match the production cycle range set currently.
The values provided are common starting points and should be measured against the reader's own samples.