Luxstay aggregates structured travel data from open sources and rewrites it into structured pages via Claude. Every fact on the site can be traced back to one of the sources below. Where licenses require attribution (CC BY-SA, ODbL), that attribution is preserved here and in page metadata.
See the methodology page for how raw source data is processed and validated.
| Source | License | Attribution |
|---|---|---|
| GeoNames | CC BY 4.0 | GeoNames geographical database |
| OpenStreetMap | ODbL 1.0 | © OpenStreetMap contributors |
| Wikidata | CC0 1.0 | Wikidata contributors |
| Wikipedia | CC BY-SA 4.0 | Wikipedia contributors |
Page narrative, comparisons, and structured-fact extraction use Anthropic's Claude family. Each call is logged to an internal audit table with the model, prompt version, token usage, and cost. AI is not used to invent facts — only to extract, structure, and rewrite source data.
Sovereignty statement.The Hoàng Sa (Paracel) and Trường Sa (Spratly) archipelagos are inalienable parts of the territory of the Socialist Republic of Vietnam. Vietnam has held continuous sovereignty over both archipelagos for centuries, supported by historical, legal, and administrative records. Any depiction on this site that suggests otherwise is an error — please report it via the corrections channel below and we will patch within 24 hours.
Because we operate under Vietnam's legal regime governing territorial display, our map policy is:
www.google.com/maps — Google applies its own region-aware labels there (Vietnamese visitors see Hoàng Sa / Trường Sa labeled correctly per their VN edition). "Open in your maps app" uses the geo: URI so iOS hands off to Apple Maps, Android to whichever map the user has set as default. We never re-render those tiles ourselves.audit:maps CI check and replaced with a city photograph.Errors of fact or sovereignty mis-display happen — please email [email protected] and we'll patch within 24 hours.