Triple
T20317394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beveridge |
E510412
|
entity |
| Predicate | hasNotableAssociatedConcept |
P1481
|
FINISHED |
| Object | Beveridge curve |
—
|
NE NERFINISHED |
How this triple was built (3 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Beveridge curve | Statement: [Beveridge, hasNotableAssociatedConcept, Beveridge curve]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beveridge curve Context triple: [Beveridge, hasNotableAssociatedConcept, Beveridge curve]
-
A.
Kuznets curve
The Kuznets curve is an economic hypothesis proposing an inverted U-shaped relationship between a country's income level and income inequality, where inequality first rises and then falls as development progresses.
-
B.
Laffer curve
The Laffer curve is an economic theory that illustrates the relationship between tax rates and government revenue, suggesting that beyond a certain point higher tax rates reduce total revenue by discouraging work and investment.
-
C.
Beveridge Report
The Beveridge Report was a landmark 1942 British government document that proposed a comprehensive welfare state to combat the "five giants" of want, disease, ignorance, squalor, and idleness, laying the foundation for postwar social reforms.
-
D.
Beveridge
Beveridge is a Scottish-origin surname most notably associated with economist and social reformer William Beveridge, whose work shaped the modern welfare state.
-
E.
Shields curve
The Shields curve is a dimensionless graph in sediment transport theory that defines the critical shear stress needed to initiate motion of sediment particles on a bed.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beveridge curve Target entity description: The Beveridge curve is an economic model that depicts the inverse relationship between job vacancies and unemployment, often used to analyze labor market efficiency and business cycle dynamics.
-
A.
Kuznets curve
The Kuznets curve is an economic hypothesis proposing an inverted U-shaped relationship between a country's income level and income inequality, where inequality first rises and then falls as development progresses.
-
B.
Laffer curve
The Laffer curve is an economic theory that illustrates the relationship between tax rates and government revenue, suggesting that beyond a certain point higher tax rates reduce total revenue by discouraging work and investment.
-
C.
Beveridge Report
The Beveridge Report was a landmark 1942 British government document that proposed a comprehensive welfare state to combat the "five giants" of want, disease, ignorance, squalor, and idleness, laying the foundation for postwar social reforms.
-
D.
Beveridge
Beveridge is a Scottish-origin surname most notably associated with economist and social reformer William Beveridge, whose work shaped the modern welfare state.
-
E.
Shields curve
The Shields curve is a dimensionless graph in sediment transport theory that defines the critical shear stress needed to initiate motion of sediment particles on a bed.
- F. None of above. chosen
Provenance (2 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e0b4c7491c8190961113c4283b10b0 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e67788ca3c8190a3496fd54a5870d6 |
completed | April 20, 2026, 6:59 p.m. |
Created at: April 16, 2026, 11:19 a.m.