Citation Source and Traceability for Paint and Ink Financial

What the data for this category looks like

Paint and ink industry financial report data primarily comes from public annual and semi-annual reports of listed entities, monthly monitoring reports from industry associations, and third-party public industry supply chain databases. Data update cadence varies by document type: financial reports update quarterly and annually, while industry monitoring data updates monthly. Document structures include structured tables (such as raw material procurement costs, production capacity scale, revenue proportion), unstructured written discussions (such as product development progress, compliance requirements), and specialized statistical data for segmented product categories. Field names and units have segmented differences. For example, raw material purchase prices use yuan/ton as the unit, production capacity uses ten thousand tons/year as the unit, and compliance indicators use mg/m³ as the unit.

Constraints Imposed on Citation Source and Traceability by These Characteristics

The multi-source data attribute of paint and ink financial reports requires the citation traceability process to cover three types of sources: listed financial reports, industry monitoring data, and supply chain data. This avoids information bias from single sources. The coexistence of structured tables and unstructured discussions in document structures requires traceability to distinguish the specific location of data within tables and text paragraphs. Precise matching cannot be completed only via the document title. Segmented differences in field names and units require traceability to match specific segmented product category keywords and corresponding unit information. Otherwise, cited content will not match actual needs. Different update frequencies of data require the traceability process to adapt to corresponding data refresh rules. This ensures cited content is up to date.

Configuration Settings

Configuration Item	Recommended Value	Rationale
`Recall count`	`top 8-12 entries`	Single paint and ink financial report knowledge base documents have high word counts. Excessive recall will exceed the context window, while insufficient recall will fail to cover key data
`maxContext`	`8000-12000 characters`	Financial reports include multiple structured tables and long text discussions. Sufficient context is needed to hold cited content and corresponding sources
`PARSE_STRUCTURED_TABLE`	`Enabled`	Paint and ink financial reports include structured tables for raw material procurement costs, production capacity, and other metrics. Enabling this function allows precise location of citation positions within table data
`Similarity threshold`	`0.75-0.85`	Segmented product category keywords have high recognizability. An overly high threshold will miss relevant data, while an overly low threshold will pull in irrelevant content
`Chunk size`	`1000-1500 characters`	Single financial report discussion sections are long. An overly long segment will reduce recall accuracy, while an overly short segment will split critical information
`Citation source display format`	`Document name + chapter name + line number`	Financial report document structures are clear. Explicit marking of specific citation positions facilitates verification

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 individual analysis. It is recommended to test on your own samples before finalizing settings.

Three Common Misconfigurations

Symptom: After increasing maxContext, the large model response does not include any knowledge base citations. System logs show documents were recalled but no citations were bound. Cause: The Enabled引用绑定 configuration is not enabled, or Recall count is set to 0. This means recalled content is not added to the context citation pool.
Symptom: After local deployment, citation sources cannot be displayed on external release channels, but background test results are normal. Cause: The 显示引用来源 switch is not enabled for the external release channel, or the 引用数据回传 parameter was not configured during deployment.
Symptom: Returned answer content is completely unrelated to knowledge base citations, and no financial report data from the knowledge base is used. Cause: The Similarity threshold setting is too low, which recalls irrelevant documents. Or the application's configured model does not match the optimized model of the associated knowledge base, leading to semantic matching deviation.

How to Verify Correct Configuration

Upload a single paint and ink financial report document, enable the structured parsing function, and check if the parsed data includes table fields and corresponding source chapters.
Adjust the Similarity threshold to 0.8, submit a query that includes segmented product category keywords, and check if recalled documents in system logs match the target category.
Enable the 显示引用来源 switch, generate a response, and verify that citation markers correspond to the correct locations in the knowledge base document.
Submit a test query on an external release channel, and confirm that citation sources are displayed normally.

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.