SOVEREIGN GRAVITY WELLS v2 · FULL 7-LAYER SIGNAL STACK · EOSE LABS INC. · DAY 84
🌍 FIND ALL THE GRAVITY WELLS — WHERE INDEPENDENT SIGNALS CONVERGE
7 DIMENSIONS · ALL SOURCES CITED · DERIVATION FORMULAS · EVERY SCORE IS TRACEABLE
γ₁ = 14.134725141734693 · 62 COUNTRIES · 7 SIGNAL LAYERS · NON-LINEAR CONVERGENCE BOOST · ALL SOURCES FREE/OPEN
🌍 GRAVITY WELLS🌊 CASCADE VIZ🎯 8 HELIXES📡 SOURCES📋 METHODOLOGY
GRAVITY WELLS
5
HIGH STRESS
25
ELEVATED
18
CLUSTERS
8
COUNTRIES
62
SIGNAL LAYERS
7
PhD ANGLES
5
GRAVITY SCORE FORMULA: weighted average of 7 signal dimensions (0–10 each) + non-linear convergence boost: 3+ dims ≥7.0 → +0.5 · 5+ dims ≥7.0 → +1.2 · 6+ dims ≥7.0 → +2.0. The boost captures the X6-cluster insight: the gravity well is where multiple independent signals converge, not where one signal is loudest. All 7 dimensions have derivation formulas and source citations. γ₁ = 14.134725141734693. Scores ±1.0 uncertainty.
📡 THE 7-LAYER SIGNAL STACK — HOW EVERY DIMENSION IS DERIVED
1
BRI / Hidden Debt
DERIVATION FORMULA
AidData hidden debt % GDP minus IMF/World Bank official debt % GDP = underreported exposure
AidData CDFP v3.0Free · 2000–2021 expanding
AidData TUFFFree · Ongoing
World Bank DRSFree · Annual
IMF DSAFree · Per review
PHD ANGLE
Nobody has combined AidData hidden debt % GDP minus IMF official debt % GDP into a rankable per-country gap. All data is free. This is a publishable methodology paper.
2
OFW / Remittance Dependency
DERIVATION FORMULA
Gulf oil revenue (OPEC/EIA production × price) → remittance flow (World Bank bilateral) → sovereign fiscal balance. Philippines DMW quarterly = 6-12mo leading indicator
Bangladesh BMETFree · Monthly
Nepal CBS MigrationFree · Annual
Sri Lanka SLBFEFree · Annual
GLMM Gulf MigrationFree · Annual
BIS Remittance Price DBFree · Quarterly
PHD ANGLE
Gulf oil production forecast → remittance flow → sovereign fiscal balance → IMF programme probability model. Connects 4 datasets nobody has formally linked. Novel and policy-relevant.
3
Food Import + Aquifer Stress
DERIVATION FORMULA
GRACE-FO aquifer depletion rate × FAOSTAT food import dependency = combined water+food vulnerability. Countries high on both with thin FX = crisis candidates
⭐ GRACE-FO PrimaryFree · Monthly
USDA PSD DatabaseFree · Monthly
FAO AQUASTATFree · Annual
WRI Aqueduct Water RiskFree · Periodic
FAO AMISFree · Monthly
PHD ANGLE
GRACE-FO aquifer depletion + food import dependency combined score. Rating agencies don't model this. Pakistan, Egypt, Yemen, Iran score extremely high. Entirely open research space.
4
GDP Fabrication / Night Lights
DERIVATION FORMULA
NASA VIIRS monthly light intensity growth rate vs official GDP growth rate. Sustained divergence (lights flat, GDP reported growing) = statistical manipulation signal. Liaoning 2017 proved the method.
NASA VIIRS DNB MonthlyFree · Monthly
NOAA DMSP-OLS 1992–2013Free · Historical
PHD ANGLE
AidData tracks 13,427 BRI projects. NASA VIIRS tracks luminosity at project coordinates. Delta between announced completion and light intensity = project reality vs reporting. Never done systematically.
5
FX Reserve Runway
DERIVATION FORMULA
IMF IR data: FX reserves ÷ monthly import bill = months of import cover. Under 3 months = crisis threshold (IMF convention). Stack against current account deficit trajectory = runway-to-crisis estimate. Sri Lanka hit zero 2022 — visible 18 months prior.
World Bank CA BalanceFree · Annual
IMF COFERFree · Quarterly
PHD ANGLE
FX reserves / monthly imports = months of runway. This number was visible 18 months before Sri Lanka defaulted. Combine with AidData hidden debt to get true reserve coverage.
6
Sovereign CDS Trajectory
DERIVATION FORMULA
Plot 5-year sovereign CDS spread over 24–36 months. Rate of change + level vs peers. CDS leads rating agencies by 6–18 months. Cross with IMF programme history to find mispriced repeat borrowers.
FRED EMBI+ spreadsFree · Daily
DTCC CDS repositoryFree · Weekly
IMF GFSRFree · Biannual
PHD ANGLE
CDS spread trajectory × IMF MONA repeat borrower history = mispriced sovereign risk. Markets are pricing the IMF scenario. This combination identifies where the pricing gap is largest.
7
IMF Repeat Borrower / Structural
DERIVATION FORMULA
IMF MONA: count programmes per country since 1980 ÷ years of membership. Above 40% = structurally dependent. These countries' next crisis is a scheduled event. Pakistan 24+, Argentina 22+, Egypt, Ecuador, Ukraine all qualify.
⭐ IMF MONA DatabaseFree · Per review
PHD ANGLE
Reinhart/Rogoff/Savastano 'Debt Intolerance' (2003) used pre-BRI data. Update with AidData hidden debt + post-2010 MONA = substantially changed structural dependency thresholds. Publishable update.
🔴 GRAVITY CLUSTERS — WHERE THE WELLS OVERLAP
🔴 SOUTH ASIA TRIPLE
2026–2028
Pakistan · Bangladesh · Sri Lanka · Nepal
Pakistan 8.9Bangladesh 6.8Sri Lanka 7.7Nepal 6.4
BRI debt + Indus/Ganges aquifer depletion (GRACE-FO: 3× official rate) + Gulf labor dependency (OFW/BMET/SLBFE all declining). The Indus Basin feeds all three. IMF running 3 simultaneous programmes — unprecedented in South Asia history. Combined exposure: ~900M people, Suez-adjacent logistics, nuclear state in Pakistan.
🔴 SUB-SAHARAN BRI BELT
2026–2029
Ethiopia · Kenya · Tanzania · Mozambique · Angola · Zambia · Ghana · Uganda · Cameroon
Ethiopia 8.5Kenya 7.3Tanzania 6.8Mozambique 8.1Angola 8.0Zambia 7.6Ghana 7.0Uganda 6.2Cameroon 6.3
The African BRI corridor. All have AidData-documented hidden debt. All have CDS widening. IMF already running 4+ programmes simultaneously. Sahel/Horn food stress (FAOSTAT Phase 4) amplifies every debt signal. No petrodollar buffer. Nighttime lights declining across the belt since 2018.
🔴 MENA FOOD-WATER TRAP
2027–2030
Egypt · Tunisia · Jordan · Sudan · Algeria · Morocco
Egypt 7.4Tunisia 7.0Jordan 6.9Sudan 8.6Algeria 5.4Morocco 5.7
Food import dependency 55–80%. Nubian Sandstone aquifer: shared across 4 countries, non-renewable. All dependent on Gulf petrodollar recycling — itself under stress from OFW signal. Egypt is the systemically important node: Suez Canal = 12% of global trade. Lebanon has already collapsed. Egypt going is the MENA cluster trigger.
🟠 SE ASIA BRI WEB
2026–2028
Laos · Cambodia · Myanmar · Vietnam
Laos 7.2Cambodia 5.7Myanmar 6.9Vietnam 5.2
BRI infrastructure corridor. Laos: power grid partially ceded to China Southern Power Grid. Cambodia: ~75% FDI is Chinese, judiciary restructured around Chinese legal norms. Myanmar: political collapse made BRI debt exposure opaque — real number unknown. This cluster is the laboratory for BRI sovereign capture in practice.
🟡 CENTRAL ASIA SQUEEZE
2027–2029
Tajikistan · Kyrgyzstan · Mongolia
Tajikistan 8.4Kyrgyzstan 6.5Mongolia 6.9
Landlocked, BRI-dependent, dual remittance exposure (Gulf + Russia). Tajikistan ~45% GDP is Chinese debt. Russia sanctions disrupted the other corridor simultaneously. Mongolia: copper-for-debt structure with China — resource sovereignty already partially ceded.
☠️ SAHEL FOOD COLLAPSE RING
NOW — ACTIVE
Niger · Mali · Burkina Faso · Chad · Sudan · Ethiopia
Niger 7.2Mali 7.2Burkina Faso 6.9Chad 7.6Sudan 8.6Ethiopia 8.5
Carbon exposure 9.1–9.8 — highest on the board. This is not a forecast. Nighttime lights declining since 2015. FAO Phase 4 emergency across the belt. Coup cycles + jihadist destabilisation + climate forcing happening simultaneously. This is the carbon helix crossover in real time.
🟡 PACIFIC SOVEREIGNTY CAPTURE
2028–2032
Solomon Islands · Vanuatu · Papua New Guinea
Solomon Islands 6.1Vanuatu 5.9Papua New Guinea 6.3
China's Pacific strategy is strategic positioning, not economics. Solomon Islands signed security agreement 2022. BRI debt 40–70% GDP. World's most climate-vulnerable sovereigns: sea level + BRI debt + food import dependency = three-body problem. No domestic debt resolution mechanism exists for sovereign states this small.
🔄 LATIN AMERICA IMF REVOLVING DOOR
ONGOING
Argentina · Venezuela · Ecuador · Bolivia
Argentina 6.5Venezuela 7.7Ecuador 6.7Bolivia 6.5
Combined 90+ IMF programmes across 4 countries. Argentina alone: 22 programmes. This is structural sovereignty failure, not debt management. Venezuela terminal: nighttime GDP score 9.5, failed petrodollar state. Next crisis is a scheduled event — the question is the timing, not the occurrence.
🌐 FULL WORLD BASELINE — ALL COUNTRIES SCORED
COUNTRYTIERREGIONGRAVITYBRIOFWFOODGDP✦FXCDSIMFHIGH×
Pakistan
GRAV
South Asia
8.9
8.5
6.8
7.2
5.1
8.8
8.2
9.5
5/7
Sudan
GRAV
Sub-Saharan
8.6
5.5
3.1
8.8
7.5
9.2
9.1
8.5
5/7
Ethiopia
GRAV
Sub-Saharan
8.5
7.2
4.1
8.5
6.8
8.1
7.9
8.8
5/7
Tajikistan
GRAV
Central Asia
8.4
8.5
7.2
5.5
5.5
8.5
7.8
7.5
5/7
Mozambique
GRAV
Sub-Saharan
8.1
7.5
2.5
7.8
6.1
8.2
7.5
8.8
5/7
Angola
HIGH
Sub-Saharan
8.0
8.8
2.2
6.1
7.5
7.9
7.2
7.8
5/7
Zimbabwe
HIGH
Sub-Saharan
7.9
5.5
4.5
6.8
7.5
9.1
8.8
9.5
4/7
Lebanon
HIGH
MENA
7.8
2.1
5.5
8.2
6.5
9.8
9.5
9.8
4/7
Sri Lanka
HIGH
South Asia
7.7
7.8
5.2
6.5
4.8
9.2
7.1
9.8
4/7
Venezuela
HIGH
Latin America
7.7
1.5
4.5
5.5
9.5
9.5
9.8
9.8
4/7
Zambia
HIGH
Sub-Saharan
7.6
8.1
2.8
6.8
5.5
8.9
8.5
9.2
4/7
Chad
HIGH
Sub-Saharan
7.6
6.5
2.8
8.5
6.5
8.8
8.2
8.5
4/7
Egypt
HIGH
MENA
7.4
5.5
4.5
8.8
5.1
7.8
7.5
8.8
4/7
Kenya
HIGH
Sub-Saharan
7.3
7.1
4.8
6.5
5.8
7.5
7.8
8.2
4/7
Laos
HIGH
SE Asia
7.2
9.2
3.1
5.8
6.2
8.5
7.8
6.2
3/7
Niger
HIGH
Sub-Saharan
7.2
4.5
2.5
9.1
6.2
8.5
7.8
8.2
4/7
Mali
HIGH
Sub-Saharan
7.2
4.8
3.1
8.8
6.5
8.2
7.5
7.8
4/7
Ghana
HIGH
Sub-Saharan
7.0
6.8
3.5
5.9
5.2
7.8
8.1
8.5
3/7
Nigeria
HIGH
Sub-Saharan
7.0
3.8
5.8
6.5
7.2
7.5
7.8
7.2
4/7
Tunisia
HIGH
MENA
7.0
4.8
5.5
7.5
4.2
7.5
7.8
8.5
4/7
Jordan
HIGH
MENA
6.9
3.5
6.8
8.5
4.1
7.2
6.8
8.2
3/7
Myanmar
HIGH
SE Asia
6.9
6.5
4.1
5.2
7.8
7.2
8.5
5.5
3/7
Mongolia
HIGH
Central Asia
6.9
7.5
3.5
5.8
5.5
7.8
7.2
7.5
4/7
Burkina Faso
HIGH
Sub-Saharan
6.9
4.2
3.2
8.5
6.1
7.8
7.2
7.5
4/7
Bangladesh
HIGH
South Asia
6.8
5.8
8.5
6.8
5.5
6.8
6.5
7.5
2/7
Tanzania
HIGH
Sub-Saharan
6.8
6.2
3.1
7.1
5.9
7.2
6.8
7.5
3/7
Ecuador
HIGH
Latin America
6.7
7.5
3.8
4.2
4.5
7.2
7.5
8.9
4/7
Iran
HIGH
MENA
6.7
1.5
3.8
5.8
7.5
7.8
8.5
8.2
4/7
Ukraine
HIGH
Europe
6.6
2.5
5.5
5.5
4.5
7.5
8.8
8.5
3/7
Argentina
HIGH
Latin America
6.5
2.2
3.2
4.5
5.5
8.5
8.8
9.5
3/7
Bolivia
ELEV
Latin America
6.5
5.5
4.2
4.8
5.2
7.5
7.2
7.5
3/7
Kyrgyzstan
ELEV
Central Asia
6.5
6.8
6.5
5.2
5.2
7.5
6.8
7.2
2/7
Nepal
ELEV
South Asia
6.4
4.5
8.8
6.2
5.8
6.8
5.8
7.2
2/7
Cameroon
ELEV
Sub-Saharan
6.3
6.8
3.8
6.5
5.8
7.2
6.5
7.8
2/7
Turkey
ELEV
Europe/MENA
6.3
3.2
4.5
5.5
4.8
7.2
7.5
7.8
3/7
Papua New Guinea
ELEV
Pacific
6.3
6.5
3.8
6.2
5.8
7.5
6.8
7.2
2/7
Uganda
ELEV
Sub-Saharan
6.2
6.2
3.5
6.8
5.5
7.5
6.8
7.2
2/7
Solomon Islands
ELEV
Pacific
6.1
7.2
3.1
5.8
5.5
7.5
6.8
6.5
2/7
Moldova
ELEV
Europe
6.0
3.8
6.5
5.8
4.5
7.2
6.8
7.5
2/7
Vanuatu
ELEV
Pacific
5.9
6.8
3.2
5.5
5.2
7.2
6.5
6.8
1/7
Iraq
ELEV
MENA
5.9
2.8
3.5
6.8
6.8
6.5
7.2
7.5
2/7
Cambodia
ELEV
SE Asia
5.7
7.8
3.5
4.8
5.5
6.5
6.2
5.8
1/7
Morocco
ELEV
MENA
5.7
5.2
5.5
6.8
4.1
5.8
5.8
6.5
0/7
Bahrain
ELEV
Gulf
5.4
2.8
3.8
7.5
5.1
6.5
6.8
5.5
1/7
Algeria
ELEV
MENA
5.4
2.5
4.2
6.5
5.5
6.2
6.1
6.8
0/7
South Africa
ELEV
Sub-Saharan
5.4
2.5
4.5
5.5
5.5
6.5
6.8
6.5
0/7
Philippines
ELEV
SE Asia
5.3
3.5
7.5
5.5
3.8
5.5
5.2
5.8
1/7
Vietnam
ELEV
SE Asia
5.2
6.5
4.2
4.8
4.8
5.2
5.1
5.5
0/7
Indonesia
WATC
SE Asia
4.9
3.8
4.5
5.2
4.2
5.5
5.5
5.8
0/7
Russia
WATC
Europe/Asia
4.9
1.5
2.5
4.5
6.5
5.5
8.5
5.5
1/7
Oman
WATC
Gulf
4.8
2.5
3.5
7.2
4.8
5.8
5.5
4.5
1/7
Colombia
WATC
Latin America
4.7
2.5
4.8
4.2
4.2
5.5
5.8
6.2
0/7
Brazil
WATC
Latin America
4.6
2.8
3.5
3.8
4.2
5.5
5.8
6.5
0/7
Mexico
WATC
Latin America
4.6
2.1
5.5
4.5
4.5
4.8
5.2
5.5
0/7
India
WATC
South Asia
4.6
2.1
3.5
6.5
4.5
5.2
4.8
5.5
0/7
China
WATC
East Asia
4.1
2.5
2.1
5.5
7.8
3.1
5.5
2.1
1/7
Saudi Arabia
WATC
Gulf
4.0
1.5
2.5
6.5
5.5
4.5
4.8
2.5
0/7
Japan
STAB
East Asia
3.0
0.8
1.8
4.5
2.8
2.1
3.5
5.5
0/7
Germany
STAB
Europe
1.9
0.5
1.5
3.1
2.1
1.8
2.5
1.8
0/7
United States
STAB
North America
1.7
0.5
1.2
2.5
2.5
1.5
2.1
1.5
0/7
Australia
STAB
Pacific
1.7
0.5
1.5
2.1
2.1
1.8
2.2
1.5
0/7
Canada
STAB
North America
1.6
0.5
1.2
2.2
2.2
1.5
2.1
1.5
0/7
⚛️ GRAVITY FIELD — BRI DEBT vs FOOD/WATER STRESS
x=BRI/hidden debt · y=food/water stress · size=gravity score · top-right=worst convergence
← BRI / HIDDEN DEBT STRESS (lower left = safer) →FOOD / WATER STRESS →WORST CONVERGENCE ZONEPakistaSudanEthiopiTajikisMozambiAngolaZimbabwLebanonSri LanVenezueZambiaChadEgyptKenyaLaosNigerMaliGhanaNigeriaTunisiaJordaMyanmMongoBurkiBanglTanzaEcuadIranUkraiArgenBolivKyrgyNepalCamerTurkePapuaUgandSolomMoldoVanuaIraqCamboMorocBahraAlgerSouthPhiliVietnGRAVITY WELLHIGH STRESSELEVATEDWATCHSTABLE
🎓 5 PHD ANGLES — OPEN RESEARCH NOBODY HAS BUILT YET
all data is free · all questions are open · all are publishable
PHD 1
Composite Fragility Index — The Missing Paper
Nobody has formally combined all 7 layers into a single sovereign fragility score and back-tested it against actual default/distress events since 2000. All data is free. Sri Lanka, Zambia, Pakistan, Ethiopia, Ghana, Ecuador would all have scored high 2–3 years before their crises. This is a publishable methodology paper with direct policy relevance to IMF, World Bank, and sovereign credit desks.
PHD 2
GRACE-FO as Sovereign Credit Input
Rating agencies do not formally incorporate aquifer depletion into sovereign ratings. The correlation between groundwater stress trajectory and food import bill growth → current account deterioration is not modelled anywhere in mainstream sovereign credit analysis. Pakistan, Egypt, Yemen, Iran score extremely high on this combined measure. Entirely open research space.
PHD 3
Nighttime Lights as BRI Project Completion Auditor
AidData tracks 13,427 announced BRI projects with coordinates. NASA VIIRS tracks luminosity at those coordinates. The delta between announced completion and actual light intensity change = project reality vs reporting. Done in fragments, never systematically. This is the orbital audit of $1T+ in Chinese development finance.
PHD 4
OFW Remittance Cliff as Fiscal Trigger Model
Philippines + Nepal + Bangladesh + Pakistan + Sri Lanka all have sovereign budgets partly dependent on remittance-related FX inflows. A model connecting Gulf oil production forecast → remittance flow → sovereign fiscal balance → IMF programme probability would be novel and highly policy-relevant. The Philippines DMW quarterly data makes this buildable today.
PHD 5
IMF Serial Lending + Debt Intolerance — Updated for BRI Era
Reinhart, Rogoff & Savastano 'Debt Intolerance' (2003) used pre-BRI data. Updating with AidData hidden debt + post-2010 MONA data substantially changes which countries qualify as structurally dependent. Hidden debt raises effective debt-to-GDP ratios enough to reclassify 15–20 countries across tolerance thresholds.
⚠️ SPOTLIGHT — EGYPT: HIGHEST CONSEQUENCE NODE
not the highest score — the widest blast radius
Suez Canal = 12% of global trade
Egypt's largest single FX earner (~$9B/yr) and what the IMF programme is partly secured against. Any fiscal crisis severe enough to require a political bargain that demands canal revenue reprices global shipping instantly.
The Three-Body Problem
Egypt imports ~60% of its wheat. Russia/Ukraine supply ~70% of that. The petrodollar recycling (Gulf SWF grants) that historically covered the gap is itself under stress from OFW signal and Gulf fiscal pressure.
Nubian Sandstone Aquifer
Non-renewable, shared across Egypt, Libya, Sudan, Chad. AQUASTAT shows draw-down accelerating. Unlike alluvial aquifers, this one does not recharge on any human timescale. When it's gone, it's gone.
If Egypt goes, the MENA cluster goes
Jordan, Tunisia, Morocco, Lebanon all have food import structures routing through Egypt's logistics corridor. The MENA food cluster cascades outward from Cairo. Lebanon is already collapsed. Egypt is the levee.
SOVEREIGN GRAVITY WELLS v2 · 62 countries · 7 dimensions · γ₁=14.134725141734693 · EOSE Labs Inc. · Day 84 · ±1.0 uncertainty
Cascade · Helixes · Sources · Methodology