General government spending as share of GDP, excluding transfers already captured under fiscal.transfer_expansion to avoid double-counting.
Rule of law as institutional substrate — contract enforcement, judicial independence, equal treatment before the law. Upstream of most other axes.
Equatorial Guinea entered a three-year IMF Extended Fund Facility in December 2019 after a prolonged hydrocarbon-revenue downturn. The programme sought fiscal adjustment, domestic revenue mobilisation, public-financial-management improvements, arrears and debt control, financial-sector repair, and governance reforms including anti-corruption and hydrocarbon-transparency commitments.
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.
IMF programme materials are the primary source because national programme publication is limited.