# ==========================================================================
# Settled Reach — Authored System Specialization Layer (D-237)
# Source of truth. Compiled to systems.db via import_economics.py.
#
# Three authored, static (t=0), deterministic per-system fields. Authored
# lore WINS; a system absent from this file falls back to the heuristic
# (economic) / corridor default (cultural) / derivation (faction).
#
#   economic_specialization  value in specialization_vocabulary.specialization_id
#                            -> drives D-233 BulkClass x ProductionUbiquity
#   cultural_specialization  activity-type OR heritage-type value (heritage wins
#                            when both apply) -> drives D-232 template pool
#   dominant_faction         8-value vocabulary -> D-214 PoliticalArchetype
#                            (concord_assembly | compact | compact_sympathetic |
#                             syndic_dominant | veil_institute | independent |
#                             disputed | mixed). Populated onto system_factions.
#
# Stanza key = star_systems.system_id (SPACE format, e.g. [GJ 144]).
#
# This file seeds the ~27 hero systems (the lore-confirmed must-pin set from
# the system-economic-specialization workshop, §7). The full ~300-system
# content pass (#1016) extends it.
#
# Decisions: D-237 (this layer), D-233 (consumer, re-amended), D-232 (cultural
# consumer), D-214 (faction consumer). Workshop: docs/workshops/
# system-economic-specialization/workshop-outcomes.md §7.
# ==========================================================================

["GJ 144"]  # Ran — THE breadbasket
economic_specialization = "breadbasket"
cultural_specialization = "agrarian"
dominant_faction = "concord_assembly"

["GJ 820B"]  # Cygni B — shipbuilding, 7 competing combines
economic_specialization = "shipbuilding"
cultural_specialization = "industrial_heritage"
dominant_faction = "concord_assembly"

["GJ 3522"]  # Sindri — DSMC company-town mining
economic_specialization = "company_mining"
cultural_specialization = "industrial_heritage"
dominant_faction = "syndic_dominant"

["GJ 764"]  # Nova Roma — MVG vehicle production
economic_specialization = "vehicle_production"
cultural_specialization = "italian"
dominant_faction = "concord_assembly"

["GJ 251"]  # Renaissance — Gate Corp fabrication
economic_specialization = "gate_fabrication"
cultural_specialization = "industrial_heritage"
dominant_faction = "syndic_dominant"

["GJ 380"]  # Groombridge — financial cluster + GSH clearing-house landmark
economic_specialization = "financial_hub"
cultural_specialization = "financial_technocratic"
dominant_faction = "syndic_dominant"

["GJ 702B"]  # Prometheus — longevity monopoly
economic_specialization = "longevity_monopoly"
cultural_specialization = "medical_elite"
dominant_faction = "independent"

["GJ 559B"]  # ACB — Commission seat (governing faction = Assembly)
economic_specialization = "governance_center"
cultural_specialization = "institutional"
dominant_faction = "concord_assembly"

["GJ 3877"]  # Tessera — Assembly Interpretive Registry
economic_specialization = "legal_archive"
cultural_specialization = "scholarly"
dominant_faction = "concord_assembly"

["GJ 244A"]  # Sirius — the capital
economic_specialization = "governance_center"
cultural_specialization = "institutional"
dominant_faction = "concord_assembly"

["GJ 280A"]  # Parallax — news syndicates / cultural production
economic_specialization = "media_center"
cultural_specialization = "artistic"
dominant_faction = "independent"

["GJ 71"]  # Gateway — 5-aperture transit hub
economic_specialization = "transit_hub"
cultural_specialization = "cosmopolitan"
dominant_faction = "mixed"

["GJ 406"]  # Wolf 359 — pure Assembly transit office
economic_specialization = "transit_hub"
cultural_specialization = "institutional"
dominant_faction = "concord_assembly"

["GJ 35"]  # Vuurkloof — geothermal hub (Van Maanen's Star)
# faction = independent: Geothermal Engineers' Association + Hospitality
# Operators' Guild self-govern; no Assembly presence in the GTTR. Human
# decision 2026-05-31, overriding the workshop §7 hop-6 concord_assembly
# default (which was a pure distance heuristic this layer exists to beat).
economic_specialization = "geothermal_hub"
cultural_specialization = "afrikaans"
dominant_faction = "independent"

["GJ 166A"]  # Keid — Conservancy research station
economic_specialization = "research_station"
cultural_specialization = "scholarly"
dominant_faction = "independent"

["GJ 570A"]  # Bastion — Assembly military administration
economic_specialization = "military_industrial"
cultural_specialization = "military"
dominant_faction = "concord_assembly"

["GJ 338B"]  # Arbour — estate amenity agriculture
economic_specialization = "estate_farming"
cultural_specialization = "agrarian"
dominant_faction = "concord_assembly"

["GJ 15A"]  # Lu Ban — consumer-goods bazaar, 300 workshops
economic_specialization = "consumer_goods_bazaar"
cultural_specialization = "chinese"
dominant_faction = "independent"

["GJ 3325"]  # Calloway Reach — terroir distillery (D-177)
economic_specialization = "terroir_spirits"
cultural_specialization = "scottish"
dominant_faction = "independent"

["GJ 395"]  # Confluent / VGV — terroir viticulture, F8V lock (D-177)
economic_specialization = "terroir_agriculture"
cultural_specialization = "french"
dominant_faction = "compact_sympathetic"

["GJ 475"]  # Braemar — brach fiber biological monopoly (D-177)
economic_specialization = "terroir_organics"
cultural_specialization = "scottish"
dominant_faction = "independent"

["GJ 3737"]  # Nyrheim — Kvitfjell marble (D-177)
economic_specialization = "marble_monopoly"
cultural_specialization = "nordic"
dominant_faction = "compact"

["GJ 601A"]  # Ostmark — Compact founding member, 5c agricultural base
economic_specialization = "breadbasket"
cultural_specialization = "compact_cooperative"
dominant_faction = "compact"

["GJ 482A"]  # Dagat — deep-ocean kelp / Blue dye monopoly (D-177)
economic_specialization = "terroir_organics"
cultural_specialization = "tagalog"
dominant_faction = "independent"

["GJ 357"]  # Altmark — deliberately non-aligned commercial transit hub
economic_specialization = "transit_hub"
cultural_specialization = "cosmopolitan"
dominant_faction = "independent"

["GJ 136"]  # Dài Lộ — Grand Road transit gateway
economic_specialization = "transit_hub"
cultural_specialization = "vietnamese"
dominant_faction = "independent"

["GJ 1111"]  # Zenzele — electromagnetic-hardening precision tech
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"]
cultural_specialization = "institutional"
economic_specialization = "governance_center"
dominant_faction = "veil_institute"

["GJ 887"]
economic_specialization = "transit_hub"
dominant_faction = "concord_assembly"

["GJ 1235"]
cultural_specialization = "german"
economic_specialization = "transit_hub"

["GJ 1267"]
cultural_specialization = "portuguese"
dominant_faction = "compact_sympathetic"

["GJ 127A"]
cultural_specialization = "arab"
economic_specialization = "research_station"

["GJ 142"]
cultural_specialization = "german"
economic_specialization = "research_station"

["GJ 174"]
cultural_specialization = "german"
dominant_faction = "compact_sympathetic"

["GJ 189"]
cultural_specialization = "german"
dominant_faction = "compact_sympathetic"

["GJ 309"]
cultural_specialization = "german"
dominant_faction = "compact_sympathetic"

["GJ 3943"]
cultural_specialization = "afrikaans"
economic_specialization = "research_station"

["GJ 428A"]
cultural_specialization = "german"
dominant_faction = "independent"

["GJ 482B"]
cultural_specialization = "portuguese"
economic_specialization = "transit_hub"
dominant_faction = "syndic_dominant"

["GJ 532"]
cultural_specialization = "german"
economic_specialization = "general_industrial"

["GJ 556"]
cultural_specialization = "portuguese"
dominant_faction = "independent"

["GJ 598"]
cultural_specialization = "german"
dominant_faction = "independent"

["GJ 61"]
cultural_specialization = "german"
economic_specialization = "research_station"
dominant_faction = "independent"

["GJ 722"]
cultural_specialization = "turkic"
dominant_faction = "independent"

["GJ 892"]
cultural_specialization = "scholarly"
economic_specialization = "research_station"

["GJ 1245A"]
cultural_specialization = "igbo"
economic_specialization = "rare_mineral_extraction"

["GJ 1289"]
economic_specialization = "governance_center"
dominant_faction = "concord_assembly"

["GJ 1292"]
# Moyale — Kenyan/Ethiopian (Borana/Oromo) founders. "swahili" is the nearest
# available token; the taxonomy lacks an East-African-interior value (gap logged
# for a follow-up taxonomy addition). Not coastal-Swahili literally.
cultural_specialization = "swahili"
dominant_faction = "syndic_dominant"

["GJ 139"]
cultural_specialization = "igbo"
economic_specialization = "financial_hub"

["GJ 183"]
cultural_specialization = "afrikaans"
economic_specialization = "breadbasket"

["GJ 216B"]
cultural_specialization = "artistic"
economic_specialization = "research_station"

["GJ 273"]
economic_specialization = "governance_center"
dominant_faction = "concord_assembly"

["GJ 300"]
cultural_specialization = "scottish"
economic_specialization = "marine_farming"

["GJ 34A"]
cultural_specialization = "japanese"
economic_specialization = "precision_tech"

["GJ 3622"]
cultural_specialization = "nordic"
economic_specialization = "breadbasket"

["GJ 3820"]
cultural_specialization = "finnish"
economic_specialization = "rare_mineral_extraction"

["GJ 402"]
economic_specialization = "ore_extraction"

["GJ 408"]
cultural_specialization = "afrikaans"
dominant_faction = "independent"

["GJ 410"]
cultural_specialization = "afrikaans"
dominant_faction = "independent"

["GJ 575A"]
cultural_specialization = "konkan"
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"]
cultural_specialization = "institutional"
economic_specialization = "legal_archive"
dominant_faction = "independent"

["GJ 663A"]
cultural_specialization = "nordic"
economic_specialization = "company_mining"

["GJ 673"]
cultural_specialization = "nordic"
economic_specialization = "company_mining"

["GJ 706"]
cultural_specialization = "maori"
economic_specialization = "marble_monopoly"
dominant_faction = "independent"

["GJ 680"]
cultural_specialization = "persian"
dominant_faction = "independent"

["GJ 75"]
cultural_specialization = "igbo"
economic_specialization = "financial_hub"

["GJ 770"]
cultural_specialization = "maori"
dominant_faction = "independent"

["GJ 780"]
cultural_specialization = "spanish"
economic_specialization = "breadbasket"

["GJ 825"]
economic_specialization = "transit_hub"

["GJ 876"]
cultural_specialization = "finnish"
economic_specialization = "ore_extraction"

["GJ 879"]
cultural_specialization = "punjabi"
economic_specialization = "breadbasket"

["GJ 880"]
cultural_specialization = "nordic"
economic_specialization = "terroir_organics"

["GJ 653"]
cultural_specialization = "scottish"
economic_specialization = "ore_extraction"

["GJ 667B"]
# Kampala Gate — Baganda/Ugandan (Great Lakes interior) founders. "swahili" is
# the nearest available token; taxonomy lacks an East-African-interior value
# (gap logged for a follow-up). Not coastal-Swahili literally.
cultural_specialization = "swahili"
economic_specialization = "transit_hub"

["GJ 1005A"]
cultural_specialization = "french"
economic_specialization = "transit_hub"

["GJ 105A"]
cultural_specialization = "czech"
economic_specialization = "consumer_goods_bazaar"

["GJ 1073"]
cultural_specialization = "tagalog"
dominant_faction = "independent"

["GJ 107A"]
cultural_specialization = "vietnamese"
economic_specialization = "terroir_organics"

["GJ 1125"]
cultural_specialization = "korean"
economic_specialization = "research_station"

["GJ 1128"]
economic_specialization = "transit_hub"

["GJ 124"]
cultural_specialization = "vietnamese"
economic_specialization = "marine_farming"

["GJ 137"]
cultural_specialization = "russian"
economic_specialization = "transit_hub"

["GJ 17"]
cultural_specialization = "vietnamese"
economic_specialization = "breadbasket"

["GJ 172"]
cultural_specialization = "vietnamese"
economic_specialization = "breadbasket"

["GJ 205"]
cultural_specialization = "japanese"
economic_specialization = "general_industrial"

["GJ 268"]
cultural_specialization = "korean"
economic_specialization = "transit_hub"

["GJ 3135"]
economic_specialization = "transit_hub"

["GJ 325A"]
cultural_specialization = "bengali"
economic_specialization = "rare_mineral_extraction"

["GJ 3379"]
economic_specialization = "research_station"

["GJ 34B"]
cultural_specialization = "korean"
economic_specialization = "transit_hub"

["GJ 3612"]
cultural_specialization = "vietnamese"
economic_specialization = "breadbasket"

["GJ 3728B"]
cultural_specialization = "korean"
economic_specialization = "breadbasket"

["GJ 412B"]
cultural_specialization = "finnish"
economic_specialization = "company_mining"

["GJ 423A"]
cultural_specialization = "tagalog"
economic_specialization = "marine_farming"

["GJ 4274"]
cultural_specialization = "chinese"
economic_specialization = "research_station"

["GJ 4285"]
cultural_specialization = "vietnamese"
economic_specialization = "ore_extraction"

["GJ 432A"]
cultural_specialization = "punjabi"
economic_specialization = "research_station"

["GJ 438"]
economic_specialization = "transit_hub"

["GJ 445"]
economic_specialization = "transit_hub"

["GJ 53A"]
economic_specialization = "transit_hub"

["GJ 541"]
cultural_specialization = "indian"
economic_specialization = "research_station"

["GJ 555"]
economic_specialization = "general_industrial"

["GJ 566A"]
cultural_specialization = "financial_technocratic"
economic_specialization = "financial_hub"
dominant_faction = "syndic_dominant"

["GJ 620.1A"]
cultural_specialization = "vietnamese"
economic_specialization = "rare_mineral_extraction"

["GJ 625"]
cultural_specialization = "chinese"
economic_specialization = "breadbasket"

["GJ 635B"]
economic_specialization = "research_station"

["GJ 660A"]
cultural_specialization = "korean"
economic_specialization = "geothermal_hub"

["GJ 667C"]
economic_specialization = "research_station"

["GJ 66A"]
economic_specialization = "transit_hub"

["GJ 682"]
cultural_specialization = "chinese"
economic_specialization = "general_industrial"

["GJ 687"]
cultural_specialization = "japanese"
economic_specialization = "general_industrial"

["GJ 713A"]
economic_specialization = "transit_hub"

["GJ 754"]
cultural_specialization = "korean"
economic_specialization = "breadbasket"

["GJ 784"]
cultural_specialization = "hungarian"
economic_specialization = "general_industrial"

["GJ 79"]
cultural_specialization = "japanese"
economic_specialization = "ore_extraction"

["GJ 848"]
economic_specialization = "ore_extraction"

["GJ 860B"]
cultural_specialization = "korean"
economic_specialization = "transit_hub"

["GJ 866A"]
economic_specialization = "transit_hub"

["GJ 908"]
dominant_faction = "independent"

["GJ 909A"]
cultural_specialization = "vietnamese"
economic_specialization = "vehicle_production"

["GJ 1002"]
economic_specialization = "marine_farming"

["GJ 1075"]
economic_specialization = "research_station"

["GJ 213"]
cultural_specialization = "cape_malay"
economic_specialization = "terroir_organics"

["GJ 299"]
cultural_specialization = "brazilian"
economic_specialization = "marine_farming"

["GJ 27"]
cultural_specialization = "herero"
dominant_faction = "compact_sympathetic"

["GJ 3323"]
economic_specialization = "transit_hub"

["GJ 388"]
economic_specialization = "transit_hub"

["GJ 393"]
cultural_specialization = "spanish"
economic_specialization = "transit_hub"

["GJ 4053"]
cultural_specialization = "shona"
economic_specialization = "ore_extraction"

["GJ 411"]
economic_specialization = "transit_hub"

["GJ 423B"]
cultural_specialization = "afro_brazilian"
dominant_faction = "independent"

["GJ 54"]
economic_specialization = "breadbasket"

["GJ 54.1"]
economic_specialization = "transit_hub"

["GJ 566B"]
cultural_specialization = "compact_cooperative"
economic_specialization = "transit_hub"
dominant_faction = "compact_sympathetic"

["GJ 567"]
cultural_specialization = "spanish"
economic_specialization = "precision_tech"

["GJ 644A"]
cultural_specialization = "zulu"
economic_specialization = "general_industrial"

["GJ 644C"]
cultural_specialization = "angolan"
economic_specialization = "terroir_organics"

["GJ 688"]
cultural_specialization = "canarian"
economic_specialization = "marine_farming"

["GJ 693"]
cultural_specialization = "swahili"
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"]
cultural_specialization = "akan"
economic_specialization = "transit_hub"

["GJ 884"]
cultural_specialization = "institutional"
economic_specialization = "legal_archive"

["GJ 896A"]
cultural_specialization = "polish"
economic_specialization = "general_industrial"

["GJ 1"]
economic_specialization = "breadbasket"
dominant_faction = "compact_sympathetic"

["GJ 103"]
cultural_specialization = "dutch"
economic_specialization = "marine_farming"

["GJ 1116B"]
cultural_specialization = "polish"
economic_specialization = "transit_hub"

["GJ 1232"]
dominant_faction = "compact"

["GJ 127B"]
cultural_specialization = "luxembourgish"
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"]
cultural_specialization = "finnish"
economic_specialization = "transit_hub"

["GJ 231"]
economic_specialization = "research_station"
dominant_faction = "compact"

["GJ 302"]
economic_specialization = "transit_hub"
dominant_faction = "compact"

["GJ 320"]
cultural_specialization = "agrarian"
economic_specialization = "breadbasket"
dominant_faction = "compact"

["GJ 3333"]
cultural_specialization = "dutch"
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"]
cultural_specialization = "nordic"
economic_specialization = "precision_tech"
dominant_faction = "compact_sympathetic"

["GJ 453"]
cultural_specialization = "compact_cooperative"
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"]
cultural_specialization = "irish"
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"]
cultural_specialization = "artistic"
dominant_faction = "independent"

# --- #1019 South-African heritage rebalance: thin afrikaans systems rewritten
# --- into MENA/Central-Asian heritage (see docs/workshops/system-economic-
# --- specialization/heritage-rebalance-batch.md). Names rewritten in systems.db.
["GJ 914A"]
cultural_specialization = "arab"
dominant_faction = "independent"

["GJ 508A"]
cultural_specialization = "arab"
dominant_faction = "independent"

["GJ 1245B"]
cultural_specialization = "persian"
dominant_faction = "independent"


# --- #1016 cultural-write pass: heritage/activity pins from GTTR/name triage ---
["GJ 95"]
cultural_specialization = "scottish"

["GJ 194B"]
cultural_specialization = "welsh"

["GJ 473B"]
cultural_specialization = "zulu"

["GJ 603"]
cultural_specialization = "scottish"

["GJ 877"]
cultural_specialization = "nordic"

["GJ 1116A"]
cultural_specialization = "zulu"

["GJ 1230A"]
cultural_specialization = "finnish"

["GJ 3991"]
cultural_specialization = "scottish"

["GJ 197"]
cultural_specialization = "spanish"

["GJ 412A"]
cultural_specialization = "spanish"

["GJ 4A"]
cultural_specialization = "cape_verdean"

["GJ 536"]
cultural_specialization = "brazilian"

["GJ 67"]
cultural_specialization = "sao_tomean"

["GJ 737B"]
cultural_specialization = "canarian"

["GJ 860A"]
# Kruger 60 — GTTR: Afrikaner/Xhosa/Zulu founding "without mapping cleanly onto
# any of them" → genuinely fused (taxonomy rule 4) → cosmopolitan, not one token.
cultural_specialization = "cosmopolitan"

["GJ 905"]
cultural_specialization = "zulu"

["GJ 282A"]
cultural_specialization = "french"

["GJ 807"]
cultural_specialization = "french"

["GJ 3533"]
cultural_specialization = "vietnamese"

["GJ 49"]
cultural_specialization = "french"

["GJ 111"]
cultural_specialization = "afrikaans"

["GJ 138"]
cultural_specialization = "portuguese"

["GJ 147"]
cultural_specialization = "portuguese"

["GJ 169"]
cultural_specialization = "portuguese"

["GJ 204"]
cultural_specialization = "portuguese"

["GJ 211"]
cultural_specialization = "portuguese"

["GJ 282B"]
cultural_specialization = "portuguese"

["GJ 286"]
cultural_specialization = "german"

["GJ 3442"]
cultural_specialization = "portuguese"

["GJ 349"]
cultural_specialization = "german"

["GJ 407"]
cultural_specialization = "afrikaans"

["GJ 421B"]
cultural_specialization = "xhosa"

["GJ 501B"]
cultural_specialization = "portuguese"

["GJ 528A"]
cultural_specialization = "afrikaans"

["GJ 546"]
cultural_specialization = "afrikaans"

["GJ 672"]
cultural_specialization = "portuguese"

["GJ 68"]
cultural_specialization = "dutch"

["GJ 684A"]
cultural_specialization = "german"

["GJ 684B"]
cultural_specialization = "portuguese"

["GJ 7547"]
cultural_specialization = "afrikaans"

["GJ 707"]
cultural_specialization = "portuguese"

["GJ 904"]
cultural_specialization = "portuguese"