GMC RAG System — Information Directory¶
Structured index of all documents available for embedding, ingestion, and retrieval. Each entry includes source URL, content type, topic tags, pillar industry, language, quality rating, recommended chunking tier, and ingestion status.
Quality ratings: A (authoritative/primary), B (credible secondary), C (informational/news) Tiers: 1 (core, embed first), 2 (important, embed second), 3 (supplementary)
Section 1: GMC Official Website (gmc.bt)¶
Primary source. Highest authority. Content in English with some Dzongkha terms.
| ID | Title | URL | Type | Topics | Pillars | Lang | Rating | Tier | Scraped |
|---|---|---|---|---|---|---|---|---|---|
| GMC-001 | Homepage | https://gmc.bt | Landing | Vision, pillars overview, news, partners | All 8 | en | A | 1 | No |
| GMC-002 | About GMC | https://gmc.bt/about | Core | Governance, SAR structure, milestones, "One Country Two Systems", Royal Charter | All | en | A | 1 | No |
| GMC-003 | FAQ | https://gmc.bt/faq | Reference | Legal framework, investor questions, regulatory environment, management principles | Finance, Legal | en | A | 1 | No |
| GMC-004 | Bitcoin Pledge | https://gmc.bt/pledge | Core | BTC strategy, excess hydropower mining, TER token, youth development, long-term vision | Finance/Digital Assets, Green Energy | en | A | 1 | No |
| GMC-005 | Speeches (King) | https://gmc.bt/speeches | Core | Royal vision, mindful prosperity, governance philosophy, National Day addresses | All | en | A | 1 | No |
| GMC-006 | Pillars Detail Page | https://gmc.bt (/#pillars) | Core | Deep dives into 8 core industries | All 8 | en | A | 1 | No |
| GMC-007 | People | https://gmc.bt/people | Reference | Leadership, management team, governance roles | Governance | en | B | 2 | No |
| GMC-008 | Gallery | https://gmc.bt/gallery | Reference | Visual renderings, concept art, site photos | All | en | C | 3 | No |
| GMC-009 | Project 108 | https://gmc.bt/108 | Feature | 108 Jangchub Chortens, patronage, volunteerism, Zhabtog tradition | Spirituality | en | B | 2 | No |
| GMC-010 | Milestones (About page) | https://gmc.bt/about (milestones) | Reference | Development phases, timeline, population targets | All | en | B | 2 | No |
| GMC-011 | Contact | https://gmc.bt/contact | Reference | Contact info | — | en | C | 3 | No |
| GMC-012 | Privacy Policy | https://gmc.bt/privacy-policy | Reference | Legal/privacy | Legal | en | C | 3 | No |
Section 2: GMC News Articles (gmc.bt/news)¶
Case studies, precedents, and current-state documentation.
| ID | Title | URL | Type | Topics | Pillars | Lang | Rating | Tier | Scraped |
|---|---|---|---|---|---|---|---|---|---|
| GMC-N-001 | RMA and GMC Financial Services MoU | https://gmc.bt/news/the-royal-monetary-authority-and-gelephu-financial-services-office-sign-mou-on-financial-regulatory-cooperation-1 | News | Financial regulatory cooperation, central bank coordination | Finance/Digital Assets | en | A | 1 | No |
| GMC-N-002 | From Vision to Reality | https://gmc.bt/news/from-vision-to-reality-1 | News | Development progress, construction milestones | All | en | B | 2 | No |
| GMC-N-003 | A Bhutanese Offering | https://gmc.bt/news/a-bhutanese-offering | News | Cultural practice, community engagement | Spirituality | en | B | 2 | No |
| GMC-N-004 | Matrixport Financial Services License | https://gmc.bt/news/matrixport-obtains-financial-services-licence_pchbz | News | Digital asset licensing, fintech precedent | Finance/Digital Assets | en | A | 1 | No |
| GMC-N-005 | The Spirit of Zhabtog | https://gmc.bt/news/the-spirit-of-zhabtog_fehjk | News | Community labor tradition, volunteerism, airport clearing | All | en | B | 2 | No |
Additional news articles indexed dynamically from https://gmc.bt/news — scrape all.
Section 3: Fourth Sector Group (fourthsector.org)¶
Authoritative source for for-benefit economic theory.
| ID | Title | URL | Type | Topics | Pillars | Lang | Rating | Tier | Scraped |
|---|---|---|---|---|---|---|---|---|---|
| FSG-001 | What Is the Fourth Sector? | https://www.fourthsector.org/what-is-the-fourth-sector | Theory | Fourth sector definition, convergence of movements, ecosystem gaps | All | en | A | 1 | No |
| FSG-002 | What Are For-Benefit Organizations? | https://www.fourthsector.org/for-benefit-enterprise | Theory | Defining characteristics (Social Purpose + Earned Income), secondary characteristics (8 traits), legal formalization | All | en | A | 1 | No |
| FSG-003 | Supportive Ecosystem | https://www.fourthsector.org/supportive-ecosystem | Theory | 10 ecosystem elements, current gaps, emerging infrastructure | All | en | A | 1 | No |
| FSG-004 | Opportunities For All | https://www.fourthsector.org/opportunities | Theory | Growth opportunities, scaling strategies | All | en | B | 2 | No |
| FSG-005 | Unmet Demands | https://www.fourthsector.org/unmet-demand | Theory | Market demand for for-benefit models | All | en | B | 2 | No |
| FSG-006 | Strategic Priorities | https://www.fourthsector.org/priorities | Theory | Growing the sector, key priorities | All | en | B | 2 | No |
| FSG-007 | Advance Policy | https://www.fourthsector.org/advance-policy | Theory | Policy reform for for-benefit recognition | Legal | en | B | 2 | No |
| FSG-008 | Educate & Train | https://www.fourthsector.org/educate-and-train | Theory | Education and training infrastructure | Education | en | C | 3 | No |
| FSG-009 | Mobilize Resources | https://www.fourthsector.org/mobilize-resources | Theory | Resource mobilization strategies | Finance | en | C | 3 | No |
Section 4: Wikipedia¶
Encyclopedic overview, well-cited.
| ID | Title | URL | Type | Topics | Pillars | Lang | Rating | Tier | Scraped |
|---|---|---|---|---|---|---|---|---|---|
| WIKI-001 | Gelephu Mindfulness City | https://en.wikipedia.org/wiki/Gelephu_Mindfulness_City | Encyclopedia | Full overview: history, planning/design, 8 sectors, sustainability, Bitcoin pledge, infrastructure, crypto reserve, TER token | All 8 | en | B | 1 | No |
| WIKI-002 | Gross National Happiness | https://en.wikipedia.org/wiki/Gross_National_Happiness | Encyclopedia | GNH framework: 4 pillars, 9 domains, measurement methodology | All | en | B | 1 | No |
Section 5: Major Media Coverage¶
High-quality third-party journalism and analysis.
| ID | Title | URL | Type | Topics | Pillars | Lang | Rating | Tier | Scraped |
|---|---|---|---|---|---|---|---|---|---|
| MEDIA-001 | Inside Bhutan's Plan to Boost Its Economy with 'Mindful Capitalism' (TIME) | https://time.com/7204652/gelephu-mindfulness-city-bhutan-economy/ | Journalism | Mindful capitalism framing, PM Tobgay quotes, economic strategy | All | en | B | 1 | No |
| MEDIA-002 | Bhutan is Building a 'Mindfulness City' (CNBC) | https://www.cnbc.com/2024/02/07/bhutans-gelephu-mindfulness-city-heres-what-it-may-look-like.html | Journalism | Design overview, BIG architects, sustainability features | All | en | B | 2 | No |
| MEDIA-003 | Why Bhutan is Building the Anti Dubai (The B1M) | https://www.theb1m.com/video/gelephu-mindfulness-city | Video/Analysis | Contrast with Dubai model, GNH vs GDP framing, sustainability | All | en | B | 2 | No |
| MEDIA-004 | Bhutan Pledges 10,000 Bitcoin Worth $1B (Decrypt) | https://decrypt.co/352685/bhutan-pledges-10000-bitcoin-worth-1b-fund-mindfulness-city | News | Bitcoin Development Pledge details, sovereign reserve framework | Finance/Digital Assets | en | B | 2 | No |
| MEDIA-005 | Bhutan Commits Up to 10,000 Bitcoin (CoinDesk) | https://www.coindesk.com/policy/2025/12/17/bhutan-commits-up-to-10-000-bitcoin-to-back-new-mindfulness-based-economic-hub/ | News | BTC pledge governance, transparency framework, capital preservation | Finance/Digital Assets | en | B | 2 | No |
| MEDIA-006 | Bhutan's Gelephu Mindfulness City Plans Strategic Crypto Reserve (The Defiant) | https://thedefiant.io/news/regulation/bhutan-s-gelephu-mindfulness-city-plans-to-create-strategic-crypto-reserve | News | Crypto reserve strategy, digital asset integration | Finance/Digital Assets | en | B | 2 | No |
| MEDIA-007 | Bhutan Debuts TER Gold-Backed Token on Solana (CoinDesk) | https://www.coindesk.com/business/2025/12/10/bhutan-debuts-ter-gold-backed-token-on-solana | News | TER token mechanics, Solana platform, DK Bank distribution | Finance/Digital Assets | en | B | 2 | No |
| MEDIA-008 | Bhutan Launches Sovereign Gold-Backed Token on Solana (Decrypt) | https://decrypt.co/351928/bhutan-launches-sovereign-gold-backed-token-solana | News | TER token details, national blockchain strategy | Finance/Digital Assets | en | B | 2 | No |
| MEDIA-009 | Bhutan's new international airport (Wallpaper) | https://www.wallpaper.com/travel/bhutan-new-airport | Journalism | Airport design, connectivity, infrastructure investment | Aviation/Logistics | en | C | 3 | No |
| MEDIA-010 | Bhutan's new international airport (CNN) | https://edition.cnn.com/2025/03/14/travel/bhutan-gelephu-international-airport-intl-hnk | Journalism | Airport overview, tourism unlock | Aviation/Logistics, Tourism | en | C | 3 | No |
| MEDIA-011 | Bhutan King announces mega Gelephu city project (India Today NE) | https://www.indiatodayne.in/international/story/bhutan-king-announces-mega-gelephu-city-project-along-indo-bhutan-border-727594-2023-12-17 | News | Initial announcement coverage, 3x Singapore size | All | en | C | 3 | No |
| MEDIA-012 | Matrixport Financial Services Licence in Bhutan (Reuters) | https://www.reuters.com/press-releases/matrixport-financial-services-licence-gelephu-mindfulness-city-bhutan-2025-09-26/ | News | Financial services licensing precedent | Finance/Digital Assets | en | B | 2 | No |
| MEDIA-013 | Bhutan Pledges 10,000 Bitcoin (CoinTelegraph) | https://cointelegraph.com/news/bhutan-pledges-10000-bitcoin-gelephu-mindfulness-city | News | BTC pledge, infrastructure funding model | Finance/Digital Assets | en | B | 2 | No |
Section 6: Bhutanese Domestic Media¶
Local perspective, community engagement, cultural nuance.
| ID | Title | URL | Type | Topics | Pillars | Lang | Rating | Tier | Scraped |
|---|---|---|---|---|---|---|---|---|---|
| BTN-001 | His Majesty announces GMC SAR project (The Bhutanese) | https://thebhutanese.bt/his-majesty-announces-gelephu-mindfulness-city-sar-project-of-1000-sq-km/ | News | Original announcement coverage | All | en | A | 1 | No |
| BTN-002 | GMC to focus on 7 core economic clusters (The Bhutanese) | https://thebhutanese.bt/2500-sq-km-gelephu-mindfulness-city-to-focus-on-7-core-economic-clusters/ | News | Economic pillar details, industry strategy | All | en | B | 2 | No |
| BTN-003 | GMC launches domestic bond offering (Kuensel) | https://kuenselonline.com/news/gmc-launches-domestic-bond-offering-for-gelephu-airport-project | News | Bond offering, citizen investment, airport funding | Aviation/Logistics, Finance | en | B | 2 | No |
| BTN-004 | Bhutanese step forward to build GMC Airport (Kuensel) | https://kuenselonline.com/news/bhutanese-step-forward-to-build-gmc-airport | News | Community participation, bond uptake | Aviation/Logistics | en | B | 2 | No |
| BTN-005 | His Majesty announces Pelsung program (Kuensel) | https://kuenselonline.com/news/his-majesty-announces-launch-of-pelsung-guardians-of-prosperity | News | Youth program, Guardians of Prosperity, future workforce | Education, All | en | B | 2 | No |
| BTN-006 | Youth Rally Behind "Innovate for GMC" (Business Bhutan) | https://businessbhutan.bt/youth-rally-behind-innovate-for-gmc/ | News | Youth innovation, 1,700+ applicants, stipends | Education | en | B | 2 | No |
| BTN-007 | Royal Presence Inspires Progress at Airport (Daily Bhutan) | http://www.dailybhutan.com/article/royal-presence-inspires-progress-at-gelephu-international-airport | News | Airport construction, royal oversight | Aviation/Logistics | en | C | 3 | No |
| BTN-008 | Bhutan Launches 'Bhutan for Wellbeing' Initiative (Daily Bhutan) | https://www.dailybhutan.com/article/bhutan-launches-bhutan-for-wellbeing-initiative-to-cement-its-place-as-global-mindfulness-destination | News | Wellness tourism, global mindfulness brand | Health/Wellness, Tourism | en | B | 2 | No |
| BTN-009 | GMC Investment Guide (Manifest Bhutan) | https://manifestbhutan.com/travel/bhutan/gelephu-mindfulness-city-invest | Guide | Investment incentives, tax framework, business setup | All | en | A | 1 | No |
Section 7: Architecture & Design Documents¶
Urban planning and sustainability specifications.
| ID | Title | URL | Type | Topics | Pillars | Lang | Rating | Tier | Scraped |
|---|---|---|---|---|---|---|---|---|---|
| ARC-001 | Arup GMC Infrastructure Masterplanning | https://www.arup.com/projects/gelephu-mindfulness-city-gmc/ | Technical | Infrastructure planning, sustainability, engineering | All | en | B | 2 | No |
| ARC-002 | Global Law Lists: GMC Legal Framework Overview | https://globallawlists.org/insights/bhutan-s-bold-vision-gelephu-mindfulness-city-sets-a-global-benchmark-for-sustainable-urban-development | Analysis | Legal framework, governance, sustainability benchmarks | Legal, All | en | B | 2 | No |
Section 8: Supplementary Economic Frameworks¶
Aligned theories that inform GMC's for-benefit approach. Embed these for comparative reasoning.
| ID | Title | URL | Type | Topics | Lang | Rating | Tier | Scraped |
|---|---|---|---|---|---|---|---|---|
| SUP-001 | Doughnut Economics (Kate Raworth) | https://en.wikipedia.org/wiki/Doughnut_(economic_model) | Theory | Social foundation, ecological ceiling, regenerative/distributive design | en | C | 3 | No |
| SUP-002 | Circular Economy | https://en.wikipedia.org/wiki/Circular_economy | Theory | Zero-waste systems, resource loops, GMC alignment | en | C | 3 | No |
| SUP-003 | Stakeholder Capitalism | https://en.wikipedia.org/wiki/Stakeholder_capitalism | Theory | Multi-stakeholder governance, aligned to GMC/for-benefit | en | C | 3 | No |
| SUP-004 | Conscious Capitalism | https://en.wikipedia.org/wiki/Conscious_capitalism | Theory | Purpose-driven business, conscious leadership | en | C | 3 | No |
| SUP-005 | Social Enterprise | https://en.wikipedia.org/wiki/Social_enterprise | Theory | Hybrid organizational models, earned-income + mission | en | C | 3 | No |
| SUP-006 | Commons-Based Economics (Ostrom) | https://en.wikipedia.org/wiki/Elinor_Ostrom | Theory | Commons governance, community resource management | en | C | 3 | No |
| SUP-007 | Cooperative Economics | https://en.wikipedia.org/wiki/Cooperative | Theory | Worker/consumer cooperatives, democratic ownership | en | C | 3 | No |
Section 9: Document Type Taxonomy¶
Used for metadata tagging during ingestion.
| Type | Description | Example IDs |
|---|---|---|
core-vision |
Foundational vision/mission documents | GMC-001, GMC-002, GMC-005 |
legal-framework |
Laws, charters, regulations, licensing | GMC-003, GMC-MOU-001 |
economic-strategy |
Economic planning, industry roadmaps | GMC-006, BTN-002, BTN-009 |
case-study |
Specific initiatives, precedents, licenses | GMC-N-004, GMC-N-001 |
theory |
Economic/political theory frameworks | FSG-, SUP- |
news-current |
Ongoing developments, announcements | GMC-N-, MEDIA-, BTN-* |
technical-spec |
Engineering, architecture, sustainability specs | ARC-* |
community |
Volunteerism, cultural practice, youth programs | GMC-N-005, BTN-005, BTN-006 |
Section 10: Pillar Industry Tag Taxonomy¶
Used for metadata filtering during retrieval.
| Tag | Pillar |
|---|---|
pillar-spirituality |
Spirituality |
pillar-health-wellness |
Health and Wellness |
pillar-education |
Education and Knowledge |
pillar-agritech-forestry |
Agri-Tech and Forestry |
pillar-green-energy |
Green Energy and Technologies |
pillar-finance-digital |
Finance and Digital Assets |
pillar-aviation-logistics |
Aviation and Logistics |
pillar-tourism |
Tourism |
pillar-governance |
Governance / Legal (cross-cutting) |
pillar-all |
Cross-cutting / General |
Section 11: Ingestion Priority Queue¶
Ordered list for Phase 0-1 ingestion. Tier 1 first, then Tier 2, then Tier 3.
Wave 1 (Must Have — embed first, 20 documents)¶
GMC-001, GMC-002, GMC-003, GMC-004, GMC-005, GMC-006, FSG-001, FSG-002, FSG-003, WIKI-001, WIKI-002, MEDIA-001, BTN-001, BTN-009, GMC-N-001, GMC-N-004
Wave 2 (Should Have — embed second, ~22 documents)¶
GMC-007, GMC-009, GMC-010, GMC-N-002, GMC-N-003, GMC-N-005, FSG-004, FSG-005, FSG-006, FSG-007, MEDIA-002, MEDIA-003, MEDIA-004, MEDIA-005, MEDIA-006, MEDIA-007, MEDIA-008, MEDIA-012, MEDIA-013, BTN-002, BTN-003, BTN-004, BTN-005, BTN-006, BTN-008, ARC-001, ARC-002
Wave 3 (Nice to Have — embed last, ~17 documents)¶
GMC-008, GMC-011, GMC-012, FSG-008, FSG-009, MEDIA-009, MEDIA-010, MEDIA-011, BTN-007, SUP-001, SUP-002, SUP-003, SUP-004, SUP-005, SUP-006, SUP-007
Section 12: Known Gaps¶
Documents not yet located but likely needed:
- GMC Basic Law / Royal Charter text — Full legal text of the SAR's constitutional framework. Likely published in Dzongkha with English translation on gmc.bt or Bhutan government portal.
- GMC Financial Services Regulatory Framework — Detailed licensing rules, capital requirements, consumer protections.
- GMC Tax Code — Specific tax incentives, rates, exemptions for investors and for-benefit enterprises.
- GNH Measurement Tools — Detailed GNH survey instruments, domain weights, scoring methodology.
- Environmental Standards Code — Specific emissions, waste, biodiversity, and building standards.
- GMC Investment Prospectus — Formal investor-facing document with detailed financials.
- Pillar Industry White Papers — Deep-dive strategy documents for each of the 8 pillar industries.
- Dzongkha-language King's Speeches — Original Dzongkha text (not just English translations) for authentic language embeddings.
- Team meeting notes / internal documents — Any working documents from the GMC economic planning team (to be added later).
Last updated: 2026-06-23 Total documents catalogued: 58 Wave 1 priority: 20 | Wave 2: 22 | Wave 3: 17