{
 "id": "n-6a93340bd5",
 "slug": "swansea-lower-swansea-valley",
 "type": "industrial",
 "name": "Lower Swansea Valley",
 "aka": [],
 "city": "Swansea",
 "county": null,
 "state": null,
 "country": "Wales",
 "census_division": null,
 "lat": 51.67559,
 "lon": -3.91592,
 "geocode_method": "wikipedia",
 "address": null,
 "metro": null,
 "original_use": "metallurgical industry",
 "year_opened": null,
 "year_closed": null,
 "acres": null,
 "gla_sqft": null,
 "stores_peak": null,
 "levels": null,
 "original_developer": null,
 "original_architect": null,
 "before_notes": "Draft from Wikipedia, model-extracted, unreviewed: The Lower Swansea Valley, once a heavily industrialized area dominated by metallurgical industry, has been redeveloped and regreened into modern industrial units, housing, sports facilities, and recreational paths along the River Tawe.",
 "strategy": [
  "redevelop",
  "regreen"
 ],
 "new_use": [
  "entertainment",
  "housing",
  "industrial",
  "office",
  "park",
  "retail"
 ],
 "share_retrofit": null,
 "status": "built",
 "year_retrofit": null,
 "developer": null,
 "architect": null,
 "after_notes": "Modern Industrial units and housing has replaced the pollution of the metallurgical industry and the area is now the home of Championship football club Swansea City A.F.C. and Welsh Rugby Union region Ospreys. Railway lines which criss-crossed the valley have now been replaced by pleasant walking and cycling paths and the River Tawe now hosts canoeists instead of copper barges.",
 "narrative": "The Lower Swansea Valley (Welsh: Cwm Tawe Isaf) is the lower half of the valley of the River Tawe in south Wales. It runs from approximately the level of Clydach down to Swansea docks, where it opens into Swansea Bay and the Bristol Channel. This relatively small area was a focus of industrial innovation and invention during the Industrial Revolution, leading to a transformation of the landscape and a rapid rise in the population and economy of Swansea.\nToday the area is in the final stages of regeneration. Modern Industrial units and housing has replaced the pollution of the metallurgical industry and the area is now the home of Championship football club Swansea City A.F.C.",
 "narrative_license": "CC BY-SA 4.0",
 "narrative_source": "https://en.wikipedia.org/wiki/Lower_Swansea_valley",
 "zoning_change": null,
 "public_subsidy": null,
 "entitlement_year": null,
 "planning_notes": null,
 "wikidata_qid": "Q6693856",
 "wikipedia": "https://en.wikipedia.org/wiki/Lower_Swansea_valley",
 "osm_id": null,
 "verified": "draft",
 "verified_by": null,
 "last_verified": null,
 "last_updated": "2026-10-18",
 "created": "2026-10-18",
 "contributor_name": null,
 "contributor_org": null,
 "contributor_link": null,
 "international": 1,
 "county_fips": null,
 "opp_score": null,
 "opp_reasons": [],
 "for_sale": 0,
 "distressed": 0,
 "deep": {},
 "elements": [
  {
   "slug": "strategy-redevelop",
   "name": "Redeveloped",
   "grp": "strategy",
   "evidence": "Modern Industrial units and housing has replaced the pollution of the metallurgical industry and the area is now the home of Championship football club Swansea City A.F.C. and Welsh Rugby Union region",
   "origin": "record"
  },
  {
   "slug": "strategy-regreen",
   "name": "Regreened",
   "grp": "strategy",
   "evidence": "Modern Industrial units and housing has replaced the pollution of the metallurgical industry and the area is now the home of Championship football club Swansea City A.F.C. and Welsh Rugby Union region",
   "origin": "record"
  },
  {
   "slug": "use-entertainment",
   "name": "Entertainment and sports",
   "grp": "use",
   "evidence": "new_use field",
   "origin": "newtypes-extraction"
  },
  {
   "slug": "use-housing",
   "name": "Housing",
   "grp": "use",
   "evidence": "Modern Industrial units and housing has replaced the pollution of the metallurgical industry an",
   "origin": "newtypes-extraction"
  },
  {
   "slug": "use-logistics",
   "name": "Logistics and industrial",
   "grp": "use",
   "evidence": "Modern Industrial units and housing has replaced the pollution of the metallu",
   "origin": "newtypes-extraction"
  },
  {
   "slug": "use-office",
   "name": "Office",
   "grp": "use",
   "evidence": "new_use field",
   "origin": "newtypes-extraction"
  },
  {
   "slug": "use-park",
   "name": "Park and open space",
   "grp": "use",
   "evidence": "new_use field",
   "origin": "newtypes-extraction"
  },
  {
   "slug": "use-retail",
   "name": "Retail (continued)",
   "grp": "use",
   "evidence": "new_use field",
   "origin": "newtypes-extraction"
  }
 ],
 "sources": [
  {
   "id": 7844,
   "site_id": "n-6a93340bd5",
   "url": "https://en.wikipedia.org/wiki/Lower_Swansea_valley",
   "title": "Lower Swansea valley",
   "publisher": "Wikipedia",
   "date": null,
   "quote": "Lower Swansea Valley",
   "kind": "wikipedia",
   "license": "CC BY-SA 4.0",
   "retrieved": "2026-10-18"
  },
  {
   "id": 7845,
   "site_id": "n-6a93340bd5",
   "url": "https://en.wikipedia.org/wiki/Lower_Swansea_valley",
   "title": "Timeline",
   "publisher": null,
   "date": null,
   "quote": "The Lower Swansea Valley Project began in the early 1960s with the aim of seeking to reclaim the land. Over the next twenty years the entire community of the area became involved in restoring the land.",
   "kind": "quote",
   "license": null,
   "retrieved": "2026-10-18"
  }
 ],
 "parties": [],
 "events": [
  {
   "id": 4713,
   "site_id": "n-6a93340bd5",
   "date": null,
   "year": 1960,
   "kind": "note",
   "detail": "The Lower Swansea Valley Project began in the early 1960s with the aim of seeking to reclaim the land.",
   "share": null,
   "source_id": 7845,
   "verified": "draft"
  }
 ],
 "gallery": [],
 "anchors": [],
 "deals": [],
 "owner_of_record": null,
 "ctx": {
  "assessment": {
   "what_happened": "Lower Swansea Valley (Swansea, Wales) was originally a metallurgical industrial site. It has been redeveloped and regreened, with new uses including housing, industrial units, retail, offices, parks, and entertainment. Current features include modern industrial/housing developments, Swansea City A.F.C. and Ospreys rugby teams, walking/cycling paths replacing former railways, and canoeing on the River Tawe (replacing historical copper barges). The redevelopment began in the 1960s and is now complete (status: built). Peer sites with similar strategies include Machynys Peninsula (17km away) and U.S. malls like Lafayette Place Mall. Record is a draft; timeline details beyond the 1960s project start are unclear.",
   "why": "All details sourced directly from the provided record. No external knowledge added. Status, strategy, and current uses explicitly stated in the record. Peer examples and timeline references are verbatim from the JSON.",
   "where_it_stands": "The site is fully built out, with industrial, housing, and recreational uses replacing the former metallurgical industry. No further development status is indicated.",
   "for_a_planner": [
    "Regeneration strategy confirmed as successful (status: built), with environmental and recreational upgrades noted. Peer sites suggest similar approaches in other regions."
   ],
   "for_a_developer": [
    "New uses align with current market demands (housing, retail, industrial). No active development phase indicated; site is fully operational."
   ],
   "risks_and_unknowns": [
    "Record is a draft; full verification status unknown. Exact timeline of completion beyond '1960s project' not specified. No data on current occupancy rates or economic performance."
   ],
   "data_quality": "partial",
   "one_line": "Metallurgical industrial site redeveloped into mixed-use area with housing, retail, and green infrastructure; status complete, peer sites include Machynys Peninsula and U.S. malls.",
   "model": "qwen3-30b-a3b-64k:latest",
   "machine": "Dell 5820 RTX 3090 (Ollama, qwen3-30b-a3b)",
   "record_sha1": "e757051a8a60"
  },
  "cluster": {
   "within_10km": [],
   "count_10km": 0,
   "count_25km": 1
  },
  "peers": {
   "peers": [
    {
     "id": "n-6aae88ff22",
     "name": "Machynys Peninsula",
     "city": "Llanelli",
     "state": null,
     "score": 5.5,
     "why": [
      "same strategy: redevelop",
      "17 km away"
     ]
    },
    {
     "id": "m-d9b398f7d8",
     "name": "Lafayette Place Mall",
     "city": "Boston",
     "state": "MA",
     "score": 4.0,
     "why": [
      "same strategy: redevelop"
     ]
    },
    {
     "id": "m-2afa0a0e0b",
     "name": "Arsenal Mall",
     "city": "Watertown",
     "state": "MA",
     "score": 4.0,
     "why": [
      "same strategy: redevelop"
     ]
    },
    {
     "id": "m-6ba9ad8482",
     "name": "Civic Center Mall",
     "city": "Hartford",
     "state": "CT",
     "score": 4.0,
     "why": [
      "same strategy: redevelop"
     ]
    },
    {
     "id": "m-48009f3db2",
     "name": "Blue Hen Mall",
     "city": "Dover",
     "state": "DE",
     "score": 4.0,
     "why": [
      "same strategy: redevelop"
     ]
    },
    {
     "id": "m-fe8ce81673",
     "name": "Villa Italia Mall",
     "city": "Lakewood",
     "state": "CO",
     "score": 4.0,
     "why": [
      "same strategy: redevelop, regreen"
     ]
    }
   ],
   "method": "size, era, strategy, status, type, state, distance"
  }
 },
 "parcels": [],
 "url": "https://retrofitatlas.org/industrial/wales/swansea-lower-swansea-valley/",
 "photo": null,
 "provenance": {
  "after_notes": "newtypes-extraction"
 },
 "links_out": [
  {
   "group": "reference",
   "label": "Wikipedia article",
   "url": "https://en.wikipedia.org/wiki/Lower_Swansea_valley",
   "why": "the encyclopedia article for this site (CC BY-SA)",
   "from": "site.wikipedia",
   "rel": "noopener"
  },
  {
   "group": "reference",
   "label": "Wikidata item Q6693856",
   "url": "https://www.wikidata.org/wiki/Q6693856",
   "why": "the structured-data item: identifiers, coordinates, images, other-language articles",
   "from": "site.wikidata_qid",
   "rel": "noopener"
  },
  {
   "group": "reference",
   "label": "Wikimedia Commons photos within 500 m",
   "url": "https://commons.wikimedia.org/w/index.php?title=Special:Search&search=nearcoord%3A500m%2C51.67559%2C-3.91592&ns6=1",
   "why": "a Commons geo-search around the point; licences vary by file",
   "from": "site.lat/lon",
   "rel": "noopener"
  },
  {
   "group": "reference",
   "label": "Retrofitting Suburbia (book site)",
   "url": "https://www.retrofittingsuburbia.com/",
   "why": "Ellen Dunham-Jones and June Williamson's book and case studies, the research this database is built on",
   "from": "constant",
   "rel": "noopener"
  },
  {
   "group": "place",
   "label": "Google Maps",
   "url": "https://www.google.com/maps/search/?api=1&query=51.67559%2C-3.91592",
   "why": "the point on Google Maps",
   "from": "site.lat/lon",
   "rel": "noopener"
  },
  {
   "group": "place",
   "label": "Street View",
   "url": "https://www.google.com/maps/@?api=1&map_action=pano&viewpoint=51.67559%2C-3.91592",
   "why": "the nearest Street View panorama",
   "from": "site.lat/lon",
   "rel": "noopener"
  },
  {
   "group": "place",
   "label": "Bing Maps",
   "url": "https://www.bing.com/maps?cp=51.67559~-3.91592&lvl=17",
   "why": "the point on Bing Maps (Bird's eye where available)",
   "from": "site.lat/lon",
   "rel": "noopener"
  },
  {
   "group": "place",
   "label": "Apple Maps",
   "url": "https://maps.apple.com/?ll=51.67559,-3.91592&z=17&q=Lower%20Swansea%20Valley",
   "why": "the point on Apple Maps",
   "from": "site.lat/lon",
   "rel": "noopener"
  },
  {
   "group": "place",
   "label": "OpenStreetMap",
   "url": "https://www.openstreetmap.org/?mlat=51.67559&mlon=-3.91592#map=17/51.67559/-3.91592",
   "why": "the point on OpenStreetMap",
   "from": "site.lat/lon",
   "rel": "noopener"
  },
  {
   "group": "place",
   "label": "Walk Score at this point",
   "url": "https://www.walkscore.com/score/loc/lat=51.67559/lng=-3.91592",
   "why": "Walk Score's walkability, transit and bike scores for the coordinates",
   "from": "site.lat/lon",
   "rel": "noopener nofollow"
  },
  {
   "group": "place",
   "label": "Transitland map",
   "url": "https://www.transit.land/map#17/51.67559/-3.91592",
   "why": "transit routes and stops from open GTFS feeds around the point",
   "from": "site.lat/lon",
   "rel": "noopener"
  },
  {
   "group": "place",
   "label": "USGS National Map",
   "url": "https://apps.nationalmap.gov/viewer/?center=-3.91592,51.67559&zoom=16",
   "why": "topographic and elevation layers from the USGS",
   "from": "site.lat/lon",
   "rel": "noopener"
  },
  {
   "group": "news",
   "label": "Google News: \u201cLower Swansea Valley\u201d",
   "url": "https://news.google.com/search?q=%22Lower+Swansea+Valley%22+Swansea",
   "why": "news search for the site name and city",
   "from": "site.name + city \u2192 search",
   "rel": "noopener nofollow"
  },
  {
   "group": "news",
   "label": "Bing News: \u201cLower Swansea Valley\u201d",
   "url": "https://www.bing.com/news/search?q=%22Lower+Swansea+Valley%22+Swansea",
   "why": "news search for the site name and city",
   "from": "site.name + city \u2192 search",
   "rel": "noopener nofollow"
  }
 ]
}