Citation Sources and Traceability for Environmental

What this category's data looks like

The data sources for environmental monitoring financing daily reports include station monitoring logs publicly released by ecological environment authorities, daily monitoring reports from qualified third-party environmental monitoring institutions, monitoring data publicly disclosed by pollutant discharge entities, and supporting green financing filing information. Data is updated daily, with summary documents generated each day for the previous working day. Documents primarily use structured tables paired with brief explanations. Core fields include monitoring site name, pollutant type, monitoring concentration value, compliance status, associated financing project number, financing entity name, and funding amount. Concentration value units are μg/m³ (for atmospheric pollutants) or mg/L (for water pollutants). Funding amount units are ten thousand yuan.

What constraints do these characteristics impose on the "citation sources and traceability" link?

The multi-source, decentralized data sources for environmental monitoring financing daily reports require the traceability link to simultaneously match the corresponding association between monitoring data and financing filing information, to avoid mixing data across categories. The daily update feature requires the traceability system to refresh data source snapshots each day, to ensure cited data is the latest valid version for that day. Fields include concentration values and funding amounts with clear units. Traceability must retain the binding relationship between fields and units, to prevent data interpretation errors. Additionally, monitoring data must have qualification certificates from the issuing institution. The traceability link must also verify the compliance of data sources, to ensure the authority of cited content.

How to configure

Configuration Item	Recommended Value	Rationale
`reference_enable`	`true`	Environmental monitoring financing daily reports require clear traceability, so citation display functionality must be enabled
`recall_top_k`	`Top 3-5 entries`	Daily reports have compact content; excessive citations will disrupt reading flow, which aligns with the concise requirements of financial scenarios
`reference_field_whitelist`	`["Monitoring Point Name", "Pollutant Type", "Concentration Value", "Financing Project ID", "Issuing Institution"]`	Only retain core traceability fields, filter out non-essential information
`source_refresh_interval`	`86400 seconds`	Matches the daily update rhythm of the daily report, refresh data source snapshots once per day
`validate_source_credential`	`Enabled`	Environmental monitoring data must have compliant qualifications; verifying the monitoring qualifications of source institutions ensures the authority of cited content
`preserve_data_unit`	`Enabled`	Retain units for concentration values and funding amounts, avoid data interpretation errors

The parameter values provided on this page are common starting points for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require specific analysis. It is recommended to test on your own samples before finalizing settings.

Three common mistakes

When calling the chat interface, the returned result first displays the full citation list, while the main body content is loaded with delay or not generated. The cause is that the reference_first parameter is configured as true, and the priority of main body generation is not set.
After associating a local knowledge base, the citation list displays correctly but the answer main body does not include knowledge base content. The cause is that the answer_with_reference parameter is not enabled, or the generated main body does not associate recalled citation data.
Cited content is not updated after the data source is refreshed. The cause is that the source_refresh_interval configuration is set to a value greater than 86400 seconds, or the manual refresh task is not triggered.

How to confirm the configuration is complete

Call the test interface, check whether the returned result includes both main body content and citation list, to confirm that the reference_enable configuration is effective.
Check that the citation fields only include the preset whitelist fields, to confirm that the reference_field_whitelist configuration is correct.
Manually trigger the data source refresh, wait for the configured refresh interval, then check whether the citation timestamp is updated to the current day, to confirm that the source_refresh_interval configuration matches requirements.
Submit a test query containing pollutant concentration and funding amount, check whether the cited content retains unit information, to confirm that the preserve_data_unit configuration is effective.

Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-14.