diff --git a/server/data/systems.db b/server/data/systems.db
index 5a75b34f7..e9f36d70e 100644
Binary files a/server/data/systems.db and b/server/data/systems.db differ
diff --git a/wiki/economics/system_specialization.toml b/wiki/economics/system_specialization.toml
index f3e2873ea..7c0c8271e 100644
--- a/wiki/economics/system_specialization.toml
+++ b/wiki/economics/system_specialization.toml
@@ -164,3 +164,535 @@ dominant_faction = "independent"
 economic_specialization = "precision_tech"
 cultural_specialization = "zulu"
 dominant_faction = "independent"
+
+# ==========================================================================
+# #1016 content pass — economic + faction pins (cultural deferred to the
+# heritage-taxonomy pass). Appended 2026-06-01.
+# ==========================================================================
+
+["GJ 1286"]
+economic_specialization = "research_station"
+dominant_faction = "concord_assembly"
+
+["GJ 447"]
+economic_specialization = "marine_farming"
+
+["GJ 551"]
+dominant_faction = "concord_assembly"
+
+["GJ 674"]
+economic_specialization = "ore_extraction"
+dominant_faction = "disputed"
+
+["GJ 725B"]
+economic_specialization = "ore_extraction"
+dominant_faction = "disputed"
+
+["GJ 783A"]
+economic_specialization = "governance_center"
+dominant_faction = "veil_institute"
+
+["GJ 887"]
+economic_specialization = "transit_hub"
+dominant_faction = "concord_assembly"
+
+["GJ 1235"]
+economic_specialization = "transit_hub"
+
+["GJ 1267"]
+dominant_faction = "compact_sympathetic"
+
+["GJ 127A"]
+economic_specialization = "research_station"
+
+["GJ 142"]
+economic_specialization = "research_station"
+
+["GJ 174"]
+dominant_faction = "compact_sympathetic"
+
+["GJ 189"]
+dominant_faction = "compact_sympathetic"
+
+["GJ 309"]
+dominant_faction = "compact_sympathetic"
+
+["GJ 3943"]
+economic_specialization = "research_station"
+
+["GJ 428A"]
+dominant_faction = "independent"
+
+["GJ 482B"]
+economic_specialization = "transit_hub"
+dominant_faction = "syndic_dominant"
+
+["GJ 532"]
+economic_specialization = "general_industrial"
+
+["GJ 556"]
+dominant_faction = "independent"
+
+["GJ 598"]
+dominant_faction = "independent"
+
+["GJ 61"]
+economic_specialization = "research_station"
+dominant_faction = "independent"
+
+["GJ 722"]
+dominant_faction = "independent"
+
+["GJ 892"]
+economic_specialization = "research_station"
+
+["GJ 1245A"]
+economic_specialization = "rare_mineral_extraction"
+
+["GJ 1289"]
+economic_specialization = "governance_center"
+dominant_faction = "concord_assembly"
+
+["GJ 1292"]
+dominant_faction = "syndic_dominant"
+
+["GJ 139"]
+economic_specialization = "financial_hub"
+
+["GJ 183"]
+economic_specialization = "breadbasket"
+
+["GJ 216B"]
+economic_specialization = "research_station"
+
+["GJ 273"]
+economic_specialization = "governance_center"
+dominant_faction = "concord_assembly"
+
+["GJ 300"]
+economic_specialization = "marine_farming"
+
+["GJ 34A"]
+economic_specialization = "precision_tech"
+
+["GJ 3622"]
+economic_specialization = "breadbasket"
+
+["GJ 3820"]
+economic_specialization = "rare_mineral_extraction"
+
+["GJ 402"]
+economic_specialization = "ore_extraction"
+
+["GJ 408"]
+dominant_faction = "independent"
+
+["GJ 410"]
+dominant_faction = "independent"
+
+["GJ 575A"]
+economic_specialization = "terroir_organics"
+
+["GJ 588"]
+economic_specialization = "terroir_organics"
+
+["GJ 638"]
+economic_specialization = "rare_mineral_extraction"
+
+["GJ 65A"]
+economic_specialization = "research_station"
+
+["GJ 661A"]
+economic_specialization = "legal_archive"
+dominant_faction = "independent"
+
+["GJ 663A"]
+economic_specialization = "company_mining"
+
+["GJ 673"]
+economic_specialization = "company_mining"
+
+["GJ 706"]
+economic_specialization = "marble_monopoly"
+dominant_faction = "independent"
+
+["GJ 680"]
+dominant_faction = "independent"
+
+["GJ 75"]
+economic_specialization = "financial_hub"
+
+["GJ 770"]
+dominant_faction = "independent"
+
+["GJ 780"]
+economic_specialization = "breadbasket"
+
+["GJ 825"]
+economic_specialization = "transit_hub"
+
+["GJ 876"]
+economic_specialization = "ore_extraction"
+
+["GJ 879"]
+economic_specialization = "breadbasket"
+
+["GJ 880"]
+economic_specialization = "terroir_organics"
+
+["GJ 653"]
+economic_specialization = "ore_extraction"
+
+["GJ 667B"]
+economic_specialization = "transit_hub"
+
+["GJ 1005A"]
+economic_specialization = "transit_hub"
+
+["GJ 105A"]
+economic_specialization = "consumer_goods_bazaar"
+
+["GJ 1073"]
+dominant_faction = "independent"
+
+["GJ 107A"]
+economic_specialization = "terroir_organics"
+
+["GJ 1125"]
+economic_specialization = "research_station"
+
+["GJ 1128"]
+economic_specialization = "transit_hub"
+
+["GJ 124"]
+economic_specialization = "marine_farming"
+
+["GJ 137"]
+economic_specialization = "transit_hub"
+
+["GJ 17"]
+economic_specialization = "breadbasket"
+
+["GJ 172"]
+economic_specialization = "breadbasket"
+
+["GJ 205"]
+economic_specialization = "general_industrial"
+
+["GJ 268"]
+economic_specialization = "transit_hub"
+
+["GJ 3135"]
+economic_specialization = "transit_hub"
+
+["GJ 325A"]
+economic_specialization = "rare_mineral_extraction"
+
+["GJ 3379"]
+economic_specialization = "research_station"
+
+["GJ 34B"]
+economic_specialization = "transit_hub"
+
+["GJ 3612"]
+economic_specialization = "breadbasket"
+
+["GJ 3728B"]
+economic_specialization = "breadbasket"
+
+["GJ 412B"]
+economic_specialization = "company_mining"
+
+["GJ 423A"]
+economic_specialization = "marine_farming"
+
+["GJ 4274"]
+economic_specialization = "research_station"
+
+["GJ 4285"]
+economic_specialization = "ore_extraction"
+
+["GJ 432A"]
+economic_specialization = "research_station"
+
+["GJ 438"]
+economic_specialization = "transit_hub"
+
+["GJ 445"]
+economic_specialization = "transit_hub"
+
+["GJ 53A"]
+economic_specialization = "transit_hub"
+
+["GJ 541"]
+economic_specialization = "research_station"
+
+["GJ 555"]
+economic_specialization = "general_industrial"
+
+["GJ 566A"]
+economic_specialization = "financial_hub"
+dominant_faction = "syndic_dominant"
+
+["GJ 620.1A"]
+economic_specialization = "rare_mineral_extraction"
+
+["GJ 625"]
+economic_specialization = "breadbasket"
+
+["GJ 635B"]
+economic_specialization = "research_station"
+
+["GJ 660A"]
+economic_specialization = "geothermal_hub"
+
+["GJ 667C"]
+economic_specialization = "research_station"
+
+["GJ 66A"]
+economic_specialization = "transit_hub"
+
+["GJ 682"]
+economic_specialization = "general_industrial"
+
+["GJ 687"]
+economic_specialization = "general_industrial"
+
+["GJ 713A"]
+economic_specialization = "transit_hub"
+
+["GJ 754"]
+economic_specialization = "breadbasket"
+
+["GJ 784"]
+economic_specialization = "general_industrial"
+
+["GJ 79"]
+economic_specialization = "ore_extraction"
+
+["GJ 848"]
+economic_specialization = "ore_extraction"
+
+["GJ 860B"]
+economic_specialization = "transit_hub"
+
+["GJ 866A"]
+economic_specialization = "transit_hub"
+
+["GJ 908"]
+dominant_faction = "independent"
+
+["GJ 909A"]
+economic_specialization = "vehicle_production"
+
+["GJ 1002"]
+economic_specialization = "marine_farming"
+
+["GJ 1075"]
+economic_specialization = "research_station"
+
+["GJ 213"]
+economic_specialization = "terroir_organics"
+
+["GJ 299"]
+economic_specialization = "marine_farming"
+
+["GJ 27"]
+dominant_faction = "compact_sympathetic"
+
+["GJ 3323"]
+economic_specialization = "transit_hub"
+
+["GJ 388"]
+economic_specialization = "transit_hub"
+
+["GJ 393"]
+economic_specialization = "transit_hub"
+
+["GJ 4053"]
+economic_specialization = "ore_extraction"
+
+["GJ 411"]
+economic_specialization = "transit_hub"
+
+["GJ 423B"]
+dominant_faction = "independent"
+
+["GJ 54"]
+economic_specialization = "breadbasket"
+
+["GJ 54.1"]
+economic_specialization = "transit_hub"
+
+["GJ 566B"]
+economic_specialization = "transit_hub"
+dominant_faction = "compact_sympathetic"
+
+["GJ 567"]
+economic_specialization = "precision_tech"
+
+["GJ 644A"]
+economic_specialization = "general_industrial"
+
+["GJ 644C"]
+economic_specialization = "terroir_organics"
+
+["GJ 688"]
+economic_specialization = "marine_farming"
+
+["GJ 693"]
+economic_specialization = "terroir_organics"
+
+["GJ 768"]
+economic_specialization = "transit_hub"
+
+["GJ 827"]
+economic_specialization = "research_station"
+
+["GJ 83.1"]
+economic_specialization = "transit_hub"
+
+["GJ 86"]
+economic_specialization = "transit_hub"
+
+["GJ 884"]
+economic_specialization = "legal_archive"
+
+["GJ 896A"]
+economic_specialization = "general_industrial"
+
+["GJ 1"]
+economic_specialization = "breadbasket"
+dominant_faction = "compact_sympathetic"
+
+["GJ 103"]
+economic_specialization = "marine_farming"
+
+["GJ 1116B"]
+economic_specialization = "transit_hub"
+
+["GJ 1232"]
+dominant_faction = "compact"
+
+["GJ 127B"]
+dominant_faction = "compact"
+
+["GJ 150"]
+economic_specialization = "transit_hub"
+
+["GJ 19"]
+economic_specialization = "breadbasket"
+
+["GJ 191"]
+economic_specialization = "transit_hub"
+
+["GJ 208"]
+dominant_faction = "independent"
+
+["GJ 229"]
+economic_specialization = "transit_hub"
+
+["GJ 231"]
+economic_specialization = "research_station"
+dominant_faction = "compact"
+
+["GJ 302"]
+economic_specialization = "transit_hub"
+dominant_faction = "compact"
+
+["GJ 320"]
+economic_specialization = "breadbasket"
+dominant_faction = "compact"
+
+["GJ 3333"]
+economic_specialization = "breadbasket"
+dominant_faction = "compact"
+
+["GJ 3454"]
+economic_specialization = "transit_hub"
+
+["GJ 370"]
+economic_specialization = "breadbasket"
+
+["GJ 414A"]
+economic_specialization = "ore_extraction"
+
+["GJ 442A"]
+economic_specialization = "precision_tech"
+dominant_faction = "compact_sympathetic"
+
+["GJ 453"]
+economic_specialization = "general_industrial"
+dominant_faction = "compact"
+
+["GJ 454"]
+economic_specialization = "marble_monopoly"
+
+["GJ 502"]
+economic_specialization = "transit_hub"
+dominant_faction = "compact_sympathetic"
+
+["GJ 505A"]
+economic_specialization = "company_mining"
+
+["GJ 506"]
+economic_specialization = "general_industrial"
+
+["GJ 526"]
+economic_specialization = "general_industrial"
+
+["GJ 529"]
+dominant_faction = "independent"
+
+["GJ 542"]
+economic_specialization = "company_mining"
+
+["GJ 581"]
+economic_specialization = "geothermal_hub"
+
+["GJ 615"]
+dominant_faction = "independent"
+
+["GJ 624"]
+economic_specialization = "marine_farming"
+
+["GJ 628"]
+economic_specialization = "ore_extraction"
+
+["GJ 631"]
+economic_specialization = "rare_mineral_extraction"
+
+["GJ 635A"]
+dominant_faction = "compact_sympathetic"
+
+["GJ 643"]
+economic_specialization = "transit_hub"
+
+["GJ 664"]
+economic_specialization = "transit_hub"
+
+["GJ 66B"]
+economic_specialization = "ore_extraction"
+
+["GJ 729"]
+economic_specialization = "transit_hub"
+
+["GJ 771A"]
+economic_specialization = "breadbasket"
+
+["GJ 775"]
+economic_specialization = "ore_extraction"
+dominant_faction = "compact"
+
+["GJ 798"]
+economic_specialization = "terroir_spirits"
+
+["GJ 809"]
+economic_specialization = "precision_tech"
+dominant_faction = "independent"
+
+["GJ 832"]
+economic_specialization = "financial_hub"
+
+["GJ 1248"]
+dominant_faction = "independent"