Global Dependency Network
Machine-readable relationships among resources, routes, production, infrastructure, capital and strategic actors.
Data & structured resources
Structured, machine-readable resources derived from published research.
Structural Opportunity Atlas dataset
Country-level structural conditions linked to published evidence.
Strategic Actors dataset
Structured mechanisms of capital allocation, ownership, governance, physical intermediation, production and technology.
Resource Control Atlas dataset
Evidence-linked records separating physical resources and capabilities from ownership, operating rights, intermediation and technological control.
Conflict Systems dataset
Long-horizon conflict objects connecting genealogy, countries, collective perception, capacity, interpretive sources, socioeconomic transmission and escalation pathways.
Policy Case Atlas dataset
Structured evidence on implemented reforms, programs and institutional transitions across countries and regimes.
Global Conditions — sourced observations
Dated official observations for inflation, labour, housing, asylum and energy with original sources, populations, units, caveats and revision status; not real-time quotes.
Research System Status
Build-derived registry, cadence, reconciliation and editorial-pipeline health for the Marginal Thinking research system.
Research taxonomy
Controlled programs, series, topics, regions, formats and phenomena used across the public corpus.
Technology Signals ledger
Evidence-linked technology capability signals, maturity states, constraints and transition conditions.
Research Intelligence dataset
Build-derived coverage metrics across programs, countries, regions, topics, languages and publication activity.
Global Search index
Static bilingual discovery index across reports, taxonomy, programs, countries and public tools.
Research System Registry
Canonical inventory of editorial lines, research programs, cumulative tools, discovery surfaces and access layers.
Compatibility report index
Backward-compatible metadata index covering every canonical public research bundle.
MCP Research Catalog
Machine-readable catalog of canonical public research views and URLs for stateless tool access.