Triple

T10414187
Position Surface form Disambiguated ID Type / Status
Subject A. W. Phillips E245473 entity
Predicate notableWork P4 FINISHED
Object The Relation between Unemployment and the Rate of Change of Money Wage Rates in the United Kingdom, 1861–1957
"The Relation between Unemployment and the Rate of Change of Money Wage Rates in the United Kingdom, 1861–1957" is the landmark 1958 paper by economist A. W. Phillips that introduced the Phillips curve, demonstrating an inverse relationship between unemployment and wage inflation.
E862170 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: The Relation between Unemployment and the Rate of Change of Money Wage Rates in the United Kingdom, 1861–1957 | Statement: [A. W. Phillips, notableWork, The Relation between Unemployment and the Rate of Change of Money Wage Rates in the United Kingdom, 1861–1957]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Relation between Unemployment and the Rate of Change of Money Wage Rates in the United Kingdom, 1861–1957
Context triple: [A. W. Phillips, notableWork, The Relation between Unemployment and the Rate of Change of Money Wage Rates in the United Kingdom, 1861–1957]
  • A. 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.
  • B. The Theory of Wages
    The Theory of Wages is a foundational economic work by John R. Hicks that analyzes how wages are determined within competitive labor markets and broader economic systems.
  • C. A Theory of the Consumption Function
    A Theory of the Consumption Function is Milton Friedman’s influential 1957 economics book that introduced the permanent income hypothesis to explain household consumption behavior over time.
  • D. The Theory and Measurement of Demand
    The Theory and Measurement of Demand is a foundational economics book by Henry Schultz that rigorously develops statistical and mathematical methods for estimating consumer demand.
  • E. Some Aspects of the Inequality of Incomes in Modern Communities
    "Some Aspects of the Inequality of Incomes in Modern Communities" is an influential early 20th-century economic study by Hugh Dalton that analyzes the causes, measurement, and implications of income inequality in industrial societies.
  • 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: The Relation between Unemployment and the Rate of Change of Money Wage Rates in the United Kingdom, 1861–1957
Triple: [A. W. Phillips, notableWork, The Relation between Unemployment and the Rate of Change of Money Wage Rates in the United Kingdom, 1861–1957]
Generated description
"The Relation between Unemployment and the Rate of Change of Money Wage Rates in the United Kingdom, 1861–1957" is the landmark 1958 paper by economist A. W. Phillips that introduced the Phillips curve, demonstrating an inverse relationship between unemployment and wage inflation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Relation between Unemployment and the Rate of Change of Money Wage Rates in the United Kingdom, 1861–1957
Target entity description: "The Relation between Unemployment and the Rate of Change of Money Wage Rates in the United Kingdom, 1861–1957" is the landmark 1958 paper by economist A. W. Phillips that introduced the Phillips curve, demonstrating an inverse relationship between unemployment and wage inflation.
  • A. 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.
  • B. The Theory of Wages
    The Theory of Wages is a foundational economic work by John R. Hicks that analyzes how wages are determined within competitive labor markets and broader economic systems.
  • C. A Theory of the Consumption Function
    A Theory of the Consumption Function is Milton Friedman’s influential 1957 economics book that introduced the permanent income hypothesis to explain household consumption behavior over time.
  • D. The Theory and Measurement of Demand
    The Theory and Measurement of Demand is a foundational economics book by Henry Schultz that rigorously develops statistical and mathematical methods for estimating consumer demand.
  • E. Some Aspects of the Inequality of Incomes in Modern Communities
    "Some Aspects of the Inequality of Incomes in Modern Communities" is an influential early 20th-century economic study by Hugh Dalton that analyzes the causes, measurement, and implications of income inequality in industrial societies.
  • 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_69d381be340c8190b05998703d42d224 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4ea0ec6fc8190a71af759226a3cba completed April 7, 2026, 11:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7fc043074819083d219ec1c40f931 completed April 9, 2026, 7:20 p.m.
NEDg Description generation batch_69d822d6a0188190a7ee6de5aab50486 completed April 9, 2026, 10:06 p.m.
NED2 Entity disambiguation (via description) batch_69d859e40bf88190a6dc8deed3049d31 completed April 10, 2026, 2:01 a.m.
Created at: April 6, 2026, 12:10 p.m.