diff --git a/graph/edges/refactor-issue-pollersh-replac--RELATED_TO--fix-cleanup-of-duplicate-label-ee09b1.md b/graph/edges/refactor-issue-pollersh-replac--RELATED_TO--fix-cleanup-of-duplicate-label-ee09b1.md
new file mode 100644
index 00000000000..2db853f0c32
--- /dev/null
+++ b/graph/edges/refactor-issue-pollersh-replac--RELATED_TO--fix-cleanup-of-duplicate-label-ee09b1.md
@@ -0,0 +1,13 @@
+---
+id: ee09b1f2-02b3-4773-901e-f9a42c9ff39d
+type: RELATED_TO
+from_id: 436e133f-2c31-488a-9810-fb6ca5b45250
+from_title: "Refactor: issue-poller.sh — replaced 5 of 6 Haiku+MCP calls with direct curl+jq Gitea API calls"
+to_id: 91e8d0c6-74c0-472f-b123-d30123bfd009
+to_title: "Fix: Cleanup of duplicate labels and PRs from issue-poller infinite loop in paper-dynasty-database"
+strength: 0.8
+created: "2026-03-03T21:25:52.347520+00:00"
+updated: "2026-03-03T21:25:52.347520+00:00"
+---
+
+The refactor's ensure_label helper directly prevents the duplicate label issue that was cleaned up
diff --git a/graph/fixes/fix-cleanup-of-duplicate-labels-and-prs-from-issue-poller-in-91e8d0.md b/graph/fixes/fix-cleanup-of-duplicate-labels-and-prs-from-issue-poller-in-91e8d0.md
index 7f5b0a9d15f..7d71d4794e8 100644
--- a/graph/fixes/fix-cleanup-of-duplicate-labels-and-prs-from-issue-poller-in-91e8d0.md
+++ b/graph/fixes/fix-cleanup-of-duplicate-labels-and-prs-from-issue-poller-in-91e8d0.md
@@ -6,7 +6,7 @@ tags: [paper-dynasty-database, gitea, cleanup, automation, duplicate-labels, cla
 importance: 0.5
 confidence: 0.8
 created: "2026-03-03T21:25:33.268899+00:00"
-updated: "2026-03-03T21:25:48.745118+00:00"
+updated: "2026-03-03T21:25:52.347520+00:00"
 relations:
   - target: b27fb831-811e-4103-b5f1-3c36d5b1ad20
     type: RELATED_TO
@@ -28,6 +28,11 @@ relations:
     direction: incoming
     strength: 0.95
     edge_id: c250081e-5695-4789-b483-395a3f8645ea
+  - target: 436e133f-2c31-488a-9810-fb6ca5b45250
+    type: RELATED_TO
+    direction: incoming
+    strength: 0.8
+    edge_id: ee09b1f2-02b3-4773-901e-f9a42c9ff39d
 ---
 
 # Cleanup: Duplicate Labels and PRs from Issue-Poller Loop
diff --git a/graph/solutions/refactor-issue-pollersh-replaced-5-of-6-haikumcp-calls-with-436e13.md b/graph/solutions/refactor-issue-pollersh-replaced-5-of-6-haikumcp-calls-with-436e13.md
index 30e1cd86b04..ac3e15f6e99 100644
--- a/graph/solutions/refactor-issue-pollersh-replaced-5-of-6-haikumcp-calls-with-436e13.md
+++ b/graph/solutions/refactor-issue-pollersh-replaced-5-of-6-haikumcp-calls-with-436e13.md
@@ -6,7 +6,7 @@ tags: [issue-poller, gitea-api, curl, jq, cost-optimization, automation, claude-
 importance: 0.8
 confidence: 0.8
 created: "2026-03-03T21:25:29.636362+00:00"
-updated: "2026-03-03T21:25:46.826311+00:00"
+updated: "2026-03-03T21:25:52.347520+00:00"
 relations:
   - target: 28217f02-2f47-4231-b785-b2c582ce52ab
     type: BUILDS_ON
@@ -28,6 +28,11 @@ relations:
     direction: incoming
     strength: 0.9
     edge_id: b6ee1850-88c1-4860-b757-b07e1d7fb855
+  - target: 91e8d0c6-74c0-472f-b123-d30123bfd009
+    type: RELATED_TO
+    direction: outgoing
+    strength: 0.8
+    edge_id: ee09b1f2-02b3-4773-901e-f9a42c9ff39d
 ---
 
 # Issue-Poller Refactor: Haiku → curl+jq