Triple

T5314564
Position Surface form Disambiguated ID Type / Status
Subject William Beveridge E119114 entity
Predicate authorOf P4244 FINISHED
Object Full Employment in a Free Society
Full Employment in a Free Society is a landmark 1944 policy treatise by economist and social reformer William Beveridge that outlines how governments can achieve and maintain full employment in a modern welfare state.
E510415 NE FINISHED

How this triple was built (4 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: Full Employment in a Free Society | Statement: [William Beveridge, authorOf, Full Employment in a Free Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Full Employment in a Free Society
Context triple: [William Beveridge, authorOf, Full Employment in a Free Society]
  • A. Full Employment and Free Trade
    Full Employment and Free Trade is an influential economic treatise by Michael Polanyi that explores how to achieve full employment within a liberal market economy without resorting to central planning.
  • B. The Socialist Budget
    The Socialist Budget is a political and economic work by British Labour politician Philip Snowden outlining his vision for a fiscally responsible yet socially progressive government budget.
  • C. The Affluent Society
    The Affluent Society is a landmark 1958 economic and social critique by John Kenneth Galbraith that challenges conventional views on wealth, consumerism, and public spending in postwar America.
  • D. Capitalism and Freedom
    Capitalism and Freedom is a landmark 1962 book by economist Milton Friedman that argues for the primacy of free-market capitalism as a foundation for individual liberty and limited government.
  • E. Unemployment (A. C. Pigou)
    Unemployment (A. C. Pigou) is a seminal economic treatise by Arthur Cecil Pigou that analyzes the causes, nature, and policy remedies for joblessness within a market economy.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Full Employment in a Free Society
Triple: [William Beveridge, authorOf, Full Employment in a Free Society]
Generated description
Full Employment in a Free Society is a landmark 1944 policy treatise by economist and social reformer William Beveridge that outlines how governments can achieve and maintain full employment in a modern welfare state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Full Employment in a Free Society
Target entity description: Full Employment in a Free Society is a landmark 1944 policy treatise by economist and social reformer William Beveridge that outlines how governments can achieve and maintain full employment in a modern welfare state.
  • A. Full Employment and Free Trade
    Full Employment and Free Trade is an influential economic treatise by Michael Polanyi that explores how to achieve full employment within a liberal market economy without resorting to central planning.
  • B. The Socialist Budget
    The Socialist Budget is a political and economic work by British Labour politician Philip Snowden outlining his vision for a fiscally responsible yet socially progressive government budget.
  • C. The Affluent Society
    The Affluent Society is a landmark 1958 economic and social critique by John Kenneth Galbraith that challenges conventional views on wealth, consumerism, and public spending in postwar America.
  • D. Capitalism and Freedom
    Capitalism and Freedom is a landmark 1962 book by economist Milton Friedman that argues for the primacy of free-market capitalism as a foundation for individual liberty and limited government.
  • E. Unemployment (A. C. Pigou)
    Unemployment (A. C. Pigou) is a seminal economic treatise by Arthur Cecil Pigou that analyzes the causes, nature, and policy remedies for joblessness within a market economy.
  • F. None of above. chosen

Provenance (5 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_69bd446b57bc8190a513d2e6c40314f3 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd854d947081909e51b27e40940580 completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf110ad9688190aa74122adb8ee52d completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf11a601c481908a8cb6ea2c04d6df completed March 21, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_69bf127799208190a47580ed7b9ad550 completed March 21, 2026, 9:49 p.m.
Created at: March 20, 2026, 1:54 p.m.