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.