Citation Source and Traceability for Power Industry Research

What the Data for This Category Looks Like

Power industry research report data comes from four primary sources: power industry associations, annual and quarterly reports of listed power enterprises, monthly regional grid operation reports, and official national energy policy documents. Update cadences vary by source type: policy documents are updated on their release date, enterprise reports are released on a quarterly or annual basis, and industry monitoring weekly reports are updated each week. Most documents include professional data tables, unit parameter descriptions, electricity price trend analyses, and policy clauses. Common fields include unit installed capacity (unit: MW), on-grid electricity price (unit: yuan per megawatt-hour), and power generation (unit: 100 million kilowatt-hours). Some documents include nested structured Excel attachments, and individual documents are typically lengthy.

Constraints Imposed on Citation Source and Traceability Workflows

Professional data fields in power industry research reports have clear units and technical definitions. Citation traceability must accurately reference specific chapters or page numbers of the original document. Failure to do so may create data ambiguity. Nested structured attachments require separate traceability; only labeling the main document name is insufficient. Update frequencies differ across report types. Policy documents have strong timeliness, so their release dates must be included in traceability information to demonstrate authority. Chunking and retrieval of lengthy documents must balance data relevance. Fragmented traceability information will reduce industry engineers’ confidence in data accuracy. Power industry data has strict compliance requirements. Traceability information must clearly label the publishing organization to ensure the data source is fully traceable.

Configuration Settings

Configuration Item	Recommended Setting	Rationale
`Recall Count`	Top 8–12 results	Power industry research reports have high data density. A single retrieved result can cover complete professional data fields. Too many results will exceed the model’s context window limit
`Chunk Length`	3000–4000 token	Power industry research reports often contain long technical descriptions and nested tables. Too short a chunk length will split data connections. Too long a chunk will exceed single-parsing limits
`Citation Limit`	1000–1800 token	Power industry research report traceability information includes long document names, publishing organizations, and dates. Sufficient space must be reserved to display complete traceability content
`Similarity Threshold`	0.75–0.85	Power industry has high concentration of technical terminology. A threshold that is too low will introduce irrelevant non-power industry content. A threshold that is too high will miss precisely matched professional data
`Citation Display Format`	Display original document metadata in a fixed format	Power industry data requires clear traceability authority. Publishing organization and release date must be labeled to meet compliance requirements

The parameter values provided on this page are common starting points for configuration. Actual values are affected by material format, 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

Phenomenon: After setting the Citation Limit to 1500 token, a single retrieved result still exceeds this length. Cause: The Chunk Length parameter was not adjusted synchronously. The single chunk length exceeds the Citation Limit, causing the single retrieved result to break the configured limit.
Phenomenon: No document address for the citation source is displayed in the response. Cause: The Citation Display Toggle was not enabled, or document URL metadata was not entered during knowledge base upload.
Phenomenon: Only the document name is displayed in citation results, with no publishing organization or date. Cause: The Citation Display Format was not configured to include metadata fields, and only the basic document name parameter was used.

How to Confirm Correct Configuration

Upload a power industry research report document, configure the corresponding knowledge base, and initiate a search. Verify that the citation module of the returned results includes complete metadata.
Adjust the Citation Limit to 1000 token, initiate a search for a long-form research report, and confirm that the returned single citation content does not exceed this length.
Review the knowledge base upload records to confirm that all power industry research reports have had their publishing organization, release date, and document URL metadata entered.
Adjust the Recall Count to the preset value, initiate a search, and confirm that the number of returned citations does not exceed this value.

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.