diff --git a/graphiti_core/graphiti.py b/graphiti_core/graphiti.py
index 438d31a6..81cf90fc 100644
--- a/graphiti_core/graphiti.py
+++ b/graphiti_core/graphiti.py
@@ -724,7 +724,7 @@ class Graphiti:
         if edge.fact_embedding is None:
             await edge.generate_embedding(self.embedder)
 
-        resolved_nodes, _ = await resolve_extracted_nodes(
+        resolved_nodes, uuid_map = await resolve_extracted_nodes(
             self.llm_client,
             [source_node, target_node],
             [
@@ -733,14 +733,16 @@ class Graphiti:
             ],
         )
 
+        updated_edge = resolve_edge_pointers([edge], uuid_map)[0]
+
         related_edges = await get_relevant_edges(
             self.driver,
-            [edge],
+            [updated_edge],
             source_node_uuid=resolved_nodes[0].uuid,
             target_node_uuid=resolved_nodes[1].uuid,
         )
 
-        resolved_edge = await dedupe_extracted_edge(self.llm_client, edge, related_edges)
+        resolved_edge = await dedupe_extracted_edge(self.llm_client, updated_edge, related_edges)
 
         contradicting_edges = await get_edge_contradictions(self.llm_client, edge, related_edges)
         invalidated_edges = resolve_edge_contradictions(resolved_edge, contradicting_edges)
diff --git a/graphiti_core/prompts/summarize_nodes.py b/graphiti_core/prompts/summarize_nodes.py
index fc03d828..e00e1bab 100644
--- a/graphiti_core/prompts/summarize_nodes.py
+++ b/graphiti_core/prompts/summarize_nodes.py
@@ -79,8 +79,8 @@ def summarize_context(context: dict[str, Any]) -> list[Message]:
         {json.dumps(context['episode_content'], indent=2)}
         </MESSAGES>
         
-        Given the above MESSAGES and the following ENTITY name, create a summary for the ENTITY. Your summary must only use
-        information from the provided MESSAGES. Your summary should also only contain information relevant to the
+        Given the above MESSAGES and the following ENTITY name and ENTITY CONTEXT, create a summary for the ENTITY. Your summary must only use
+        information from the provided MESSAGES and from the ENTITY CONTEXT. Your summary should also only contain information relevant to the
         provided ENTITY.
         
         Summaries must be under 500 words.
@@ -88,6 +88,9 @@ def summarize_context(context: dict[str, Any]) -> list[Message]:
         <ENTITY>
         {context['node_name']}
         </ENTITY>
+        <ENTITY CONTEXT>
+        {context['node_summary']}
+        </ENTITY CONTEXT>
         """,
         ),
     ]
diff --git a/graphiti_core/utils/maintenance/node_operations.py b/graphiti_core/utils/maintenance/node_operations.py
index fe450163..31e916b4 100644
--- a/graphiti_core/utils/maintenance/node_operations.py
+++ b/graphiti_core/utils/maintenance/node_operations.py
@@ -268,6 +268,7 @@ async def resolve_extracted_node(
 
     summary_context = {
         'node_name': extracted_node.name,
+        'node_summary': extracted_node.summary,
         'episode_content': episode.content if episode is not None else '',
         'previous_episodes': [ep.content for ep in previous_episodes]
         if previous_episodes is not None