Triple

T2578064
Position Surface form Disambiguated ID Type / Status
Subject Essays in Biography E57022 entity
Predicate notablePersonProfiled P20309 FINISHED
Object 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.
E283437 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: Francis Ysidro Edgeworth | Statement: [Essays in Biography, notablePersonProfiled, Francis Ysidro Edgeworth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Francis Ysidro Edgeworth
Context triple: [Essays in Biography, notablePersonProfiled, Francis Ysidro Edgeworth]
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. 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.
  • 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: Francis Ysidro Edgeworth
Triple: [Essays in Biography, notablePersonProfiled, Francis Ysidro Edgeworth]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Francis Ysidro Edgeworth
Target entity description: 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.
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. 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.
  • 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_69ab4a4dca6481908c301f8e317396e7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd83299708190993b79daaffcc9a1 completed March 7, 2026, 7:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69af907510d481909e7c5e5207d17774 completed March 10, 2026, 3:31 a.m.
NEDg Description generation batch_69af91f3cab88190b18fc5a02b66bfdb completed March 10, 2026, 3:37 a.m.
NED2 Entity disambiguation (via description) batch_69af927bb1d0819081ab11eb4470e28d completed March 10, 2026, 3:39 a.m.
Created at: March 6, 2026, 9:49 p.m.