Triple

T1259064
Position Surface form Disambiguated ID Type / Status
Subject Alfred Marshall E12456 entity
Predicate influencedBy P9 FINISHED
Object William Stanley Jevons
William Stanley Jevons was a 19th-century English economist and logician known as a founder of the marginal revolution in economics and for his work on utility theory and the theory of value.
E144908 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: William Stanley Jevons | Statement: [Alfred Marshall, influencedBy, William Stanley Jevons]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William Stanley Jevons
Context triple: [Alfred Marshall, influencedBy, William Stanley Jevons]
  • A. Alfred Marshall
    Alfred Marshall was a pioneering British economist whose work helped found neoclassical economics and shaped generations of economic thought, including that of John Maynard Keynes.
  • B. Robert Torrens
    Robert Torrens was a 19th-century Irish-born British economist, politician, and influential early theorist of international trade and comparative advantage.
  • C. Arthur Cecil Pigou
    Arthur Cecil Pigou was a British economist known for his foundational work in welfare economics and the theory of externalities, which strongly shaped modern public economics.
  • D. Carl Menger
    Carl Menger was an Austrian economist and founder of the Austrian School, best known for developing the theory of marginal utility and subjective value.
  • E. David Ricardo
    David Ricardo was a prominent 19th-century British political economist known for his theories of comparative advantage, rent, and distribution in classical economics.
  • 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: William Stanley Jevons
Triple: [Alfred Marshall, influencedBy, William Stanley Jevons]
Generated description
William Stanley Jevons was a 19th-century English economist and logician known as a founder of the marginal revolution in economics and for his work on utility theory and the theory of value.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William Stanley Jevons
Target entity description: William Stanley Jevons was a 19th-century English economist and logician known as a founder of the marginal revolution in economics and for his work on utility theory and the theory of value.
  • A. Alfred Marshall
    Alfred Marshall was a pioneering British economist whose work helped found neoclassical economics and shaped generations of economic thought, including that of John Maynard Keynes.
  • B. Robert Torrens
    Robert Torrens was a 19th-century Irish-born British economist, politician, and influential early theorist of international trade and comparative advantage.
  • C. Arthur Cecil Pigou
    Arthur Cecil Pigou was a British economist known for his foundational work in welfare economics and the theory of externalities, which strongly shaped modern public economics.
  • D. Carl Menger
    Carl Menger was an Austrian economist and founder of the Austrian School, best known for developing the theory of marginal utility and subjective value.
  • E. David Ricardo
    David Ricardo was a prominent 19th-century British political economist known for his theories of comparative advantage, rent, and distribution in classical economics.
  • 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_69a4933352e08190ac617291985e76c0 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4bfc3a2848190891e73b351019d5b completed March 1, 2026, 10:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac9982a1588190999045eaae01e559 completed March 7, 2026, 9:32 p.m.
NEDg Description generation batch_69ac9abcc2ec8190acdec5d7cbf42b42 completed March 7, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69ac9b1ea9c48190ad1520f2f67111dd completed March 7, 2026, 9:39 p.m.
Created at: March 1, 2026, 7:50 p.m.