What the data for this category looks like
Insurance financing daily report data primarily comes from internal financing ledgers of insurance institutions, transaction records on peer trading platforms, and regulatory reporting systems. Updates are generated in bulk after daily market close for full data from the previous trading day. Each document has a fixed structure, including fields such as institutional entity, financing type, financing amount (unit: ten thousand yuan), financing term, counterparty institution, disclosure date, and filing number. Fields have no nested levels, and core numeric fields have clear units of measurement.
What constraints these characteristics impose on citation sources and traceability
The multi-source collection feature requires the traceability link to associate internal institutional ledgers, platform transaction records, and regulatory filing information simultaneously, to avoid errors from single data sources. The fixed daily bulk update rhythm requires traceability to bind specific disclosure dates as time anchors, and cross-period data must not be mixed. The clear field and unit specifications require matching to verify both field names and units, to prevent traceability deviations caused by unit conversion errors. The fixed document structure supports direct location of original data entries via structured fields such as filing numbers, without full-text traversal.
How to configure the settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
recall_count | Top 8–12 entries | Insurance financing daily reports have many entries per document. Too many recalled entries will increase traceability complexity, while too few may miss core financing data. |
similarity_threshold | 0.75–0.85 | Insurance financing daily reports mostly use structured numeric fields, so a higher threshold is needed to avoid matching unrelated financing records. |
rerank_return_count | Top 3–5 entries | Core financing data entries are concentrated, so retaining highly relevant entries after reranking is sufficient to meet traceability needs. |
citation_source_matching_field | filing_number | The filing number of insurance financing daily reports is a unique identifier, which can directly and accurately locate original data entries. |
traceability_document_time_window | T+1 day | Insurance financing daily reports cover data from the previous trading day, so a time window must be limited to avoid cross-period matching. |
unit_verification_switch | Enabled | The financing amount field has a clear unit (ten thousand yuan). Enabling verification prevents matching errors caused by unit conversion. |
The parameter values provided on this page are common starting points for configuration setup. Actual values are affected by material format, data volume, and business rules. Each situation requires specific analysis, and it is recommended to test on your own samples before finalizing settings.
Three common mistakes
- Phenomenon: Irrelevant knowledge base citation content is embedded in generated insurance financing daily report files. Cause: The auto-attach knowledge base citation configuration item was not disabled, resulting in non-business data being appended to the output.
- Phenomenon: Unit-mismatched financing records appear in traceability matching results (such as matching ten thousand yuan to hundred million yuan). Cause: The
unit_verification_switchwas not enabled, and no verification was performed on the unit of the financing amount field, leading to cross-unit matching errors. - Phenomenon: Citation sources cannot locate original financing daily report entries. Cause: The
citation_source_matching_fieldwas incorrectly configured to a non-unique identifier field (such as institutional name), resulting in multiple records being indistinguishable.
How to confirm configuration is complete
- Upload a test insurance financing daily report document, run the workflow, and check the output citation source snippets to confirm that only structured field content from the document is included.
- Manually modify the unit field of the test document, run the workflow, and check whether a matching exception prompt is triggered, to confirm that the
unit_verification_switchis active. - Adjust the scope of the
traceability_document_time_window, verify that the output citation sources only include financing data from the corresponding time period. - Check the workflow logs to confirm that the
citation_source_matching_fieldis correctly bound to thefiling_numberfield of the document.
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.