Triple

T1727637
Position Surface form Disambiguated ID Type / Status
Subject Corn Laws debate E37533 entity
Predicate significantPerson P643 FINISHED
Object James Wilson (economist)
James Wilson was a 19th-century Scottish economist, businessman, and founder of The Economist magazine, known for his influential advocacy of free trade and opposition to the Corn Laws.
 E194927 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: James Wilson (economist) | Statement: [Corn Laws debate, significantPerson, James Wilson (economist)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Wilson (economist)
Context triple: [Corn Laws debate, significantPerson, James Wilson (economist)]
  • A. John Ramsay McCulloch
    John Ramsay McCulloch was a 19th-century Scottish economist and early advocate of classical political economy, known for popularizing and systematizing the ideas of David Ricardo and Adam Smith.
  • B. John B. Taylor
    John B. Taylor is an American economist best known for formulating the influential Taylor rule for monetary policy and for his contributions to modern macroeconomic and New Keynesian theory.
  • C. Glenn Hubbard
    Glenn Hubbard is an American economist and academic leader known for serving as dean of Columbia Business School and as a former chairman of the U.S. Council of Economic Advisers.
  • D. James A. Robinson
    James A. Robinson is a political scientist and economist best known for his work on the role of institutions in economic development and for co-authoring influential books such as "Why Nations Fail."
  • E. David Romer
    David Romer is an influential American macroeconomist known for his work on New Keynesian economics, advanced macroeconomic theory, and widely used graduate-level textbooks.
  • 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: James Wilson (economist)
Triple: [Corn Laws debate, significantPerson, James Wilson (economist)]
Generated description
James Wilson was a 19th-century Scottish economist, businessman, and founder of The Economist magazine, known for his influential advocacy of free trade and opposition to the Corn Laws.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Wilson (economist)
Target entity description: James Wilson was a 19th-century Scottish economist, businessman, and founder of The Economist magazine, known for his influential advocacy of free trade and opposition to the Corn Laws.
  • A. John Ramsay McCulloch
    John Ramsay McCulloch was a 19th-century Scottish economist and early advocate of classical political economy, known for popularizing and systematizing the ideas of David Ricardo and Adam Smith.
  • B. John B. Taylor
    John B. Taylor is an American economist best known for formulating the influential Taylor rule for monetary policy and for his contributions to modern macroeconomic and New Keynesian theory.
  • C. Glenn Hubbard
    Glenn Hubbard is an American economist and academic leader known for serving as dean of Columbia Business School and as a former chairman of the U.S. Council of Economic Advisers.
  • D. James A. Robinson
    James A. Robinson is a political scientist and economist best known for his work on the role of institutions in economic development and for co-authoring influential books such as "Why Nations Fail."
  • E. David Romer
    David Romer is an influential American macroeconomist known for his work on New Keynesian economics, advanced macroeconomic theory, and widely used graduate-level textbooks.
  • 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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa637c26988190ad5c400856684825 completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8af329a481908cbd3cf351fabfd5 completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad957ce41881909f1e214ebf4b08a4 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97b479bc81908b5f75b5df41f577 completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:30 p.m.