Triple

T2848057
Position Surface form Disambiguated ID Type / Status
Subject Mont Pelerin Society E63027 entity
Predicate foundedBy P104 FINISHED
Object George Stigler
George Stigler was an American economist and Nobel laureate renowned for his work on industrial organization, the economics of regulation, and the history of economic thought.
E303285 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: George Stigler | Statement: [Mont Pelerin Society, foundedBy, George Stigler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George Stigler
Context triple: [Mont Pelerin Society, foundedBy, George Stigler]
  • A. Arnold Harberger
    Arnold Harberger is an influential American economist known for his work on welfare economics, cost-benefit analysis, and the measurement of deadweight loss, and as a prominent figure of the Chicago School of economics.
  • B. Frank Knight
    Frank Knight was an influential American economist and founding figure of the Chicago School, best known for his work on risk, uncertainty, and profit.
  • C. Ronald Coase
    Ronald Coase was a British economist and Nobel laureate best known for his work on transaction costs, property rights, and the nature of the firm, which became foundational to law and economics and the Chicago School tradition.
  • D. Jacob Viner
    Jacob Viner was a prominent 20th-century economist known for his influential work in international trade theory, public finance, and his role in shaping modern economic thought.
  • E. John Bates Clark
    John Bates Clark was an influential American economist of the late 19th and early 20th centuries, known for his work on marginal productivity theory and the distribution of income.
  • 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: George Stigler
Triple: [Mont Pelerin Society, foundedBy, George Stigler]
Generated description
George Stigler was an American economist and Nobel laureate renowned for his work on industrial organization, the economics of regulation, and the history of economic thought.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George Stigler
Target entity description: George Stigler was an American economist and Nobel laureate renowned for his work on industrial organization, the economics of regulation, and the history of economic thought.
  • A. Arnold Harberger
    Arnold Harberger is an influential American economist known for his work on welfare economics, cost-benefit analysis, and the measurement of deadweight loss, and as a prominent figure of the Chicago School of economics.
  • B. Frank Knight
    Frank Knight was an influential American economist and founding figure of the Chicago School, best known for his work on risk, uncertainty, and profit.
  • C. Ronald Coase
    Ronald Coase was a British economist and Nobel laureate best known for his work on transaction costs, property rights, and the nature of the firm, which became foundational to law and economics and the Chicago School tradition.
  • D. Jacob Viner
    Jacob Viner was a prominent 20th-century economist known for his influential work in international trade theory, public finance, and his role in shaping modern economic thought.
  • E. John Bates Clark
    John Bates Clark was an influential American economist of the late 19th and early 20th centuries, known for his work on marginal productivity theory and the distribution of income.
  • 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_69ab4c407c408190857d25e027155ce9 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf403698819084fb4ace5839aa05 completed March 7, 2026, 8:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8dbdff88190b6c46cfd6ef54bb8 completed March 10, 2026, 9:48 a.m.
NEDg Description generation batch_69afe9ac2e94819095513eab63b60dc4 completed March 10, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69b002c3187481909c0e352d5902a468 completed March 10, 2026, 11:38 a.m.
Created at: March 6, 2026, 10:02 p.m.