diff --git a/docs/atlas/proposals/GJ432A.json b/docs/atlas/proposals/GJ432A.json
index fab48ccb8..c2d8b00c9 100644
--- a/docs/atlas/proposals/GJ432A.json
+++ b/docs/atlas/proposals/GJ432A.json
@@ -214,7 +214,7 @@
       "economic_role": "research",
       "docking_class": "standard",
       "has_gate_infrastructure": false,
-      "notes": "long-axis research installation at system L4 point; rotating crew 40-80 on 18-month appointments; Punjabi-Canadian research tradition; consortium-funded (multi-institutional); deep background survey archive; anomalous signal dataset catalogued but unpublished; Port Desrochers resupply contract with 90-day data embargo advantage"
+      "notes": "long-axis research installation at system L4 point; rotating crew 40-80 on 18-month appointments; Punjabi heritage research tradition; consortium-funded (multi-institutional); deep background survey archive; anomalous signal dataset catalogued but unpublished; Port Desrochers resupply contract with 90-day data embargo advantage"
     }
   ]
 }
diff --git a/wiki/star-systems/GJ-432A/index.md b/wiki/star-systems/GJ-432A/index.md
index 054fc22e0..344299802 100644
--- a/wiki/star-systems/GJ-432A/index.md
+++ b/wiki/star-systems/GJ-432A/index.md
@@ -81,7 +81,6 @@ The READ-ONLY System Profile classifies GJ 432A as K0V, making K-type the correc
 |---|---|---|---|---|---|---|---|---|---|
 | `GJ432A-L4-S1` | Kaur Survey Platform | research | `GJ432Ab` | 60 | research | — | standard | no | 1 |
 | `GJ432A-oort-S1` | Kaur's Observatory Horizon | horizon | `GJ432A-oort` | 180 | transit | — | major | yes | 1 |
-
 ## Topology
 <!-- READ-ONLY — regenerated from star-map.json edges -->
 - **Hop Distance from Gateway:** 6