Triple

T5624246
Position Surface form Disambiguated ID Type / Status
Subject Lionel Robbins E147680 entity
Predicate influencedBy P9 FINISHED
Object Philip Wicksteed
Philip Wicksteed was an English economist and Unitarian theologian known for his contributions to marginal utility theory and the development of neoclassical economics.
E528284 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: Philip Wicksteed | Statement: [Lionel Robbins, influencedBy, Philip Wicksteed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Philip Wicksteed
Context triple: [Lionel Robbins, influencedBy, Philip Wicksteed]
  • A. 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.
  • B. J. A. Hobson
    J. A. Hobson was a British economist and social theorist known for his critique of imperialism and underconsumption, which significantly shaped progressive liberal and later New Liberal economic thought.
  • C. Sidney Webb
    Sidney Webb was a prominent British socialist, economist, and co-founder of the Fabian Society who played a key role in shaping modern social policy and higher education in the UK.
  • D. Francis Ysidro Edgeworth
    Francis Ysidro Edgeworth was a pioneering Irish economist and statistician known for his foundational contributions to microeconomic theory, welfare economics, and the development of mathematical economics.
  • E. R. H. Tawney
    R. H. Tawney was a prominent British economic historian, Christian socialist, and social critic known for his influential analyses of religion, capitalism, and social inequality.
  • 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: Philip Wicksteed
Triple: [Lionel Robbins, influencedBy, Philip Wicksteed]
Generated description
Philip Wicksteed was an English economist and Unitarian theologian known for his contributions to marginal utility theory and the development of neoclassical economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Philip Wicksteed
Target entity description: Philip Wicksteed was an English economist and Unitarian theologian known for his contributions to marginal utility theory and the development of neoclassical economics.
  • A. 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.
  • B. J. A. Hobson
    J. A. Hobson was a British economist and social theorist known for his critique of imperialism and underconsumption, which significantly shaped progressive liberal and later New Liberal economic thought.
  • C. Sidney Webb
    Sidney Webb was a prominent British socialist, economist, and co-founder of the Fabian Society who played a key role in shaping modern social policy and higher education in the UK.
  • D. Francis Ysidro Edgeworth
    Francis Ysidro Edgeworth was a pioneering Irish economist and statistician known for his foundational contributions to microeconomic theory, welfare economics, and the development of mathematical economics.
  • E. R. H. Tawney
    R. H. Tawney was a prominent British economic historian, Christian socialist, and social critic known for his influential analyses of religion, capitalism, and social inequality.
  • 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_69c00906f2a88190a992c66b13d606d4 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c022165d8c8190b2a14f1cd0a45ecc completed March 22, 2026, 5:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0287fcde881908f761b701bf9a4f3 completed March 22, 2026, 5:36 p.m.
NEDg Description generation batch_69c03894b9388190bd534ad107722b83 completed March 22, 2026, 6:44 p.m.
NED2 Entity disambiguation (via description) batch_69c03932eb8c8190a572d4ae3831c9dc completed March 22, 2026, 6:47 p.m.
Created at: March 22, 2026, 3:40 p.m.