diff --git a/lightrag/prompt.py b/lightrag/prompt.py
index 9c61041b..6230197b 100644
--- a/lightrag/prompt.py
+++ b/lightrag/prompt.py
@@ -61,7 +61,13 @@ You are a Knowledge Graph Specialist responsible for extracting entities and rel
 """
 
 PROMPTS["entity_extraction_user_prompt"] = """---Task---
-Extract entities and relationships from the input text below.
+Extract entities and relationships from the input text in Data to be Processed below.
+
+---Instructions---
+1.  **Strict Adherence to Format:** Strictly adhere to all format requirements for entity and relationship lists, including output order, field delimiters, and proper noun handling, as specified in the system prompt.
+2.  **Output Content Only:** Output *only* the extracted list of entities and relationships. Do not include any introductory or concluding remarks, explanations, or additional text before or after the list.
+3.  **Completion Signal:** Output `{completion_delimiter}` as the final line after all relevant entities and relationships have been extracted and presented.
+4.  **Output Language:** Ensure the output language is {language}. Proper nouns (e.g., personal names, place names, organization names) must be kept in their original language and not translated.
 
 ---Data to be Processed---
 <Entity_types>
@@ -72,12 +78,6 @@ Extract entities and relationships from the input text below.
 {input_text}
 ```
 
----Instructions---
-1.  **Strict Adherence to Format:** Strictly adhere to all format requirements for entity and relationship lists, including output order, field delimiters, and proper noun handling, as specified in the system prompt.
-2.  **Output Content Only:** Output *only* the extracted list of entities and relationships. Do not include any introductory or concluding remarks, explanations, or additional text before or after the list.
-3.  **Completion Signal:** Output `{completion_delimiter}` as the final line after all relevant entities and relationships have been extracted and presented.
-4.  **Output Language:** Ensure the output language is {language}. Proper nouns (e.g., personal names, place names, organization names) must be kept in their original language and not translated.
-
 <Output>
 """