From cf1ca39b3ffe20a909f3480bd46b405140168522 Mon Sep 17 00:00:00 2001
From: yangdx <gzdaniel@me.com>
Date: Sun, 27 Jul 2025 10:48:29 +0800
Subject: [PATCH] Refine entity continuation prompt to avoid duplicates.

- Clarify finding missing entities
- Instruct not to repeat extractions
---
 lightrag/prompt.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/lightrag/prompt.py b/lightrag/prompt.py
index 656801c0..f0d48a13 100644
--- a/lightrag/prompt.py
+++ b/lightrag/prompt.py
@@ -151,7 +151,7 @@ Output:
 """
 
 PROMPTS["entity_continue_extraction"] = """
-MANY entities and relationships were missed in the last extraction.
+MANY entities and relationships were missed in the last extraction. Please find only the missing entities and relationships from previous text.
 
 ---Remember Steps---
 
@@ -179,7 +179,7 @@ Format the content-level key words as ("content_keywords"{tuple_delimiter}<high_
 
 ---Output---
 
-Add them below using the same format:\n
+Add new entities and relations below using the same format, and do not include entities and relations that have been previously extracted. :\n
 """.strip()
 
 PROMPTS["entity_if_loop_extraction"] = """