Party Building Learning Q&A for Land Pre-examination and Planning Permit: Citation Sources and Traceability

Party Building Learning Q&A for Land Pre-examination and Planning Permit: Citation Sources and Traceability

What the data for this category looks like

Core data for this category comes from the national land spatial planning unified map, project approval and supervision platform, current land use database, and ecological protection redline data. Daily produced documents include land pre-examination and site selection opinion, construction land planning permit, construction project planning permit, redline map, and planning conditions. Documents contain fields such as project subject, land scope, planning control requirements, and approval nodes. Data update frequency is irregular, and synchronization rhythm changes with project approval progress and land spatial planning adjustments.

The scattered data sources require the traceability link to associate metadata from multiple official platforms, to ensure that cited approval documents fully match original system records. Diverse document types and inconsistent structures require configuring differentiated citation anchor rules for different documents, to avoid confusing field information between redline maps and planning conditions. Irregular data updates require verifying the latest synchronization status of data sources before each Q&A, to prevent citing expired planning control data. Additionally, errors in this category directly affect project approval, so the traceability link must retain a complete citation trail to facilitate subsequent verification.

How to set configurations

Reference only; verify against the target FastGPT release and deployment documentation.

Configuration ItemRecommended Value RangeRationale
quoteMaxToken800–1200 tokenMatches the average length of a single approval document in this category, to ensure complete citation of core approval content
responseDataEnabledUsed to return metadata of original documents, including document type, generation time, and source platform
detailFullRetains the complete path of citation sources, to facilitate tracing back to the national land spatial planning unified map or project approval and supervision platform
Single search limitTop 3 resultsMatches the number of associated documents involved in a single project approval in this category, to avoid redundant citations
Context window2000 charactersAdapts to the associated query requirements for policies and approval basis in party building learning Q&A
Timeout threshold60 secondsAdapts to the average response time of data sources in this category, to avoid query timeout interruptions

Three common misconfigurations

  • Setting too small a value for quoteMaxToken results in truncated approval document citations, with the "incomplete cited content" error displayed in the interface. This occurs because the average length of single documents in this category is not matched, and insufficient token space is reserved to carry complete land scope and planning indicator information.
  • Failing to filter redundant metadata for the party building learning scenario results in internal interface fields of the project approval and supervision platform appearing in responses. This occurs because non-essential responseData sub-items are not disabled, exposing internal system information.
  • Not configuring citation hiding rules in workflow calls results in original content of knowledge base search input and response being displayed in answers. This occurs because rules for only displaying final answers and compliant citations are not set, and intermediate tool call information is retained by mistake.

How to confirm correct configuration

  • Initiate a land pre-examination related question for party building learning, check if the citation list at the end of the response includes the corresponding document type and source platform name.
  • Check the completeness of cited content, confirm that truncated approval fields or redline coordinate information do not appear.
  • Trigger workflow call scenarios, check that responses only display final answers and compliant citations, with no intermediate tool call content.
  • Simulate a data source update scenario, confirm that the Q&A system can automatically pull the latest planning control data, with no expired citation prompts.

The values provided here are common starting points and should be measured against the reader's own samples.

Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-28.