What the Data for This Category Looks Like
The data for chemical raw material financing daily reports mainly comes from financing listing announcements of local property rights exchange centers, corporate financing disclosures from the National Enterprise Credit Information Publicity System, and financing event summaries from vertical industry media. Data is updated daily, covering financing events of chemical raw material production and trading enterprises disclosed on the same day. The structure of each data document includes fields such as financing entity name, unified social credit identifier, financing amount, financing round, disclosure date, and source platform identifier. The unit of financing amount is ten thousand yuan. Disclosure dates use the YYYY-MM-DD format. Each data entry corresponds to a unique source platform event number.
Constraints Imposed by These Characteristics on Citation Sources and Traceability
Since data sources are scattered and each platform uses different event numbering rules, each financing event must be bound to an independent unique identifier. Do not rely on file collection-level IDs, as this will make it impossible to accurately locate a single financing entry. The daily update feature requires the traceability system to support incremental matching. This prevents repeated references to historical data and reduces the proportion of invalid content. Most financing entities in the chemical raw material industry are segmented category enterprises. The unified social credit identifier in the fields can be used as a cross-source association basis. Prioritize this field for deduplication in traceability configuration. The financing daily report has strong timeliness requirements. Traceability information must include the disclosure date and source platform to ensure the timeliness of cited content can be verified.
How to Configure the System
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
Recall count | Top 8 | The content of each entry in the chemical raw material financing daily report is concise, and the number of publicly disclosed financing events per day is limited. The top 8 entries cover the main disclosed information of the day. |
Similarity threshold | 0.72–0.78 | There are many segmented terms and enterprise abbreviations in the chemical raw material industry. A threshold that is too low will introduce financing information from unrelated industries. A threshold that is too high will miss financing events of different enterprises in the same category. |
Citation template | {{source_platform}}: {{event_id}}, Disclosure Date {{disclosure_date}} | Retains the source platform and unique event ID, enabling direct linking to the original disclosure page to meet traceability requirements. |
Unique Identifier Field | event_id | Each financing event has an independent event_id on the source platform. This accurately distinguishes individual data entries and avoids confusion with file collection IDs. |
Incremental Update Toggle | Enabled | Adapts to the daily update rhythm of the financing daily report. Only processes newly added data on the same day, reducing repeated calculations and citations. |
Rerank result count | Top 5 | The content of the financing daily report has a high degree of homogeneity. The top 5 reranked entries ensure the relevance and accuracy of recalled results. |
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 specific analysis. It is recommended to test on independent samples before finalizing the configuration.
Three Common Configuration Mistakes
- Phenomenon: The citation result shows the unique identifier field is empty. Cause:
file_idwas mistakenly used as the unique identifier field, andevent_idwas not configured as the associated field. Single financing daily report data is stored across multiple file fragments, so file_id cannot correspond to a single financing event. - Phenomenon: The model temperature cannot be adjusted after enabling
variable reference. Cause: The custom temperature parameter was not enabled in the independent configuration of the variable reference module. The temperature was only set in the global model configuration, and the variable reference task did not inherit this parameter. - Phenomenon: Recalled results include financing events from non-chemical raw material industries. Cause: The
Similarity thresholdwas set too high, and cross-industry financing information was not filtered. This resulted in recalled financing daily report content from other basic chemical categories or non-chemical industries.
How to Verify Correct Configuration
- View the real-time preview of
Citation template, confirm that it includes thesource_platform,event_id, anddisclosure_datefields, and that the format meets traceability display requirements. - Initiate a query for chemical raw material financing daily reports, check that each recalled result includes the source platform and unique event identifier, with no missing fields.
- Compare the publicly disclosed financing event list of the current day with the recalled results, confirm that no historical data appears repeatedly, and verify that the incremental update configuration is active.
- Adjust the
Similarity thresholdand initiate a repeated query, observe changes in the relevance of recalled results, and confirm that configuration parameters take effect 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.