Triple

T2230224
Position Surface form Disambiguated ID Type / Status
Subject Phillips curve framework E48746 entity
Predicate associatedWith P37 FINISHED
Object A. W. Phillips
A. W. Phillips was a New Zealand-born economist best known for formulating the relationship between unemployment and wage/price inflation that became known as the Phillips curve.
E245473 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: A. W. Phillips | Statement: [Phillips curve framework, associatedWith, A. W. Phillips]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A. W. Phillips
Context triple: [Phillips curve framework, associatedWith, A. W. Phillips]
  • A. James Meade
    James Meade was an American military officer after whom Meade County in Kentucky was named, recognized for his service in the early 19th century.
  • B. John R. Hicks
    John R. Hicks was a British economist and Nobel laureate renowned for his influential contributions to microeconomic theory, welfare economics, and the development of general equilibrium analysis.
  • C. Arthur Bowley
    Arthur Bowley was a pioneering British statistician and economist known for his early work in mathematical economics, sampling techniques, and the statistical analysis of wages and living conditions.
  • D. Hugh Dalton
    Hugh Dalton was a prominent British Labour politician and economist who served as Chancellor of the Exchequer in the post-World War II Attlee government.
  • E. Robert Gordon
    Robert Gordon was a Scottish merchant and philanthropist whose legacy in education led to the founding of the institution that became Robert Gordon University in Aberdeen.
  • 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: A. W. Phillips
Triple: [Phillips curve framework, associatedWith, A. W. Phillips]
Generated description
A. W. Phillips was a New Zealand-born economist best known for formulating the relationship between unemployment and wage/price inflation that became known as the Phillips curve.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A. W. Phillips
Target entity description: A. W. Phillips was a New Zealand-born economist best known for formulating the relationship between unemployment and wage/price inflation that became known as the Phillips curve.
  • A. James Meade
    James Meade was an American military officer after whom Meade County in Kentucky was named, recognized for his service in the early 19th century.
  • B. John R. Hicks
    John R. Hicks was a British economist and Nobel laureate renowned for his influential contributions to microeconomic theory, welfare economics, and the development of general equilibrium analysis.
  • C. Arthur Bowley
    Arthur Bowley was a pioneering British statistician and economist known for his early work in mathematical economics, sampling techniques, and the statistical analysis of wages and living conditions.
  • D. Hugh Dalton
    Hugh Dalton was a prominent British Labour politician and economist who served as Chancellor of the Exchequer in the post-World War II Attlee government.
  • E. Robert Gordon
    Robert Gordon was a Scottish merchant and philanthropist whose legacy in education led to the founding of the institution that became Robert Gordon University in Aberdeen.
  • 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_69a88aa51b388190949868ec9766e587 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc069e0ac8190bcda8cba9f5c7a5d completed March 7, 2026, 6:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae656a1f788190a08c3283bfedb6f4 completed March 9, 2026, 6:15 a.m.
NEDg Description generation batch_69ae65d4f26481909808c97b95ca9b30 completed March 9, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69ae6670b6d88190a09023fae63f4000 completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:47 p.m.