General government spending as share of GDP, excluding transfers already captured under fiscal.transfer_expansion to avoid double-counting.
Saudi Arabia contributed approximately $55bn to the US-led coalition for Operation Desert Shield/Desert Storm, including direct payments to the US, UK, and France; in-kind fuel, food, and transport; host-nation support for ~500,000 coalition troops; and cash transfers to front-line coalition states (Egypt, Syria, Turkey). Financed by SAMA reserve drawdown and new government development bonds issued to domestic banks.
Per invariant 3, reforms are scored by what they did on each channel-separated axis, not by the party that enacted them. This fingerprint is how the policy-match engine finds historical analogues.
Explicit links are curated by the author. Inferred links are hypotheses in the library that test the same axes this policy moved — the framework's answer to "what does the data say about a policy like this?".
Ranked by axis-fingerprint overlap with this policy. Direction match bolded — those are the closest historical analogues. Shape of the match is what drives policy-outcome comparison, not the country or party label.