Citation Sources and Traceability for Cultural and

What the category data looks like

Data sources include public private placement announcements from domestic cultural and entertainment goods manufacturers, financing filing information from local financial regulatory bureaus, and financing dynamics summaries from vertical industry media. Full daily data updates are completed by 16:00 on each working day. No new data is added on non-working days. Each financing record contains seven fields: target enterprise name, category segment (stationery, toys, cultural and creative peripherals, etc.), financing amount, investor, financing round, disclosure date, and filing number. Financing amounts use RMB ten thousand yuan as the unified unit. Disclosure dates follow the YYYY-MM-DD format. Filing numbers are 12-character alphanumeric combinations.

Constraints on citation sources and traceability

Since data sources include public regulatory announcements and vertical industry news, different recall priorities must be configured for each source. This prevents non-official information from entering valid traceability chains. The daily update schedule on working days requires incremental sync tasks to trigger at a fixed time each day. Tasks only pull newly added records that day, to avoid repeated citations of historical data. Filing number and disclosure date act as unique identifier fields. They must be bound as traceability anchors to each cited entry, to prevent confusion between different financing records of the same enterprise. Financing amounts use RMB ten thousand yuan as the unified unit. Unit information must be retained during citation to ensure numerical consistency across traceable content.

Configuration Settings

Config Item	Recommended Value	Rationale
`Recall Count`	`Top 8-12 entries`	Financing records for cultural and entertainment goods are relatively short. Multi-source recall requires sufficient coverage to avoid missing key filing information
`Similarity Threshold`	`0.65-0.75`	Abbreviated variants exist for names of cultural and entertainment enterprises. A threshold that is too low will introduce irrelevant recalls, while a threshold that is too high may miss records of the same enterprise disclosed through different channels
`Incremental Update Trigger Time`	`15:30 daily`	Matches the data disclosure deadline for most data sources on the same day, ensuring pulling of newly added financing records that day
`Traceability Anchor Fields`	`Filing Number, Disclosure Date`	The combination of these two fields uniquely identifies a single financing record, preventing confusion between different financing items of the same enterprise
`Citation Format Template`	`[{Enterprise Name}, {Financing Round}, {Financing Amount} ten thousand yuan, Disclosure Date {Disclosure Date}, Filing Number {Filing Number}]`	Retains all necessary traceability fields and aligns with reading habits of industry users

The parameter values provided on this page are conventional recommendations used as a starting point for configuration. Actual values are affected by material form, data volume and business rules. Specific issues require individual analysis, and it is recommended to test on your own samples before finalizing settings.

Three Common Misconfigurations

Phenomenon: Non-cultural and entertainment goods financing records are mixed into citation results when mixing public announcements and vertical information data sources for retrieval. Cause: The Traceability Anchor Fields are not configured as Filing Number, Disclosure Date, and only enterprise name matching is used for recall, leading to confusion between enterprise records with the same name but different industries.
Phenomenon: A parameter error is triggered after deploying an application when calling knowledge base variables in a custom citation template. Cause: Fields such as filing number and disclosure date are not marked as exposable variables in the knowledge base's "Field Mapping" settings, causing the template to fail to read the corresponding content.
Phenomenon: After adjusting Recall Count to the maximum upper limit, the number of citation results does not change with the parameter adjustment. Cause: Full deduplication is enabled in the data source configuration, or the Similarity Threshold is set too high, causing eligible newly added records to be filtered out and unable to be recalled.

How to Confirm Proper Configuration

Manually enter a known cultural and entertainment goods financing record to check whether the recall result contains the content corresponding to the filing number.
View the application's citation logs to confirm that each cited content carries the filing number and disclosure date fields.
Trigger the incremental update task to check whether only newly added financing records for that day are pulled, with no repeated citations of historical data.
Adjust the Similarity Threshold and Recall Count parameters to observe whether the number of recall results changes with the parameter adjustments.

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.