Triple

T765794
Position Surface form Disambiguated ID Type / Status
Subject John Rawls E16171 entity
Predicate influenced P9 FINISHED
Object John Tomasi
John Tomasi is an American political philosopher known for his work on the intersection of classical liberalism and theories of justice, particularly in his book "Free Market Fairness."
 E93949 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: John Tomasi | Statement: [John Rawls, influenced, John Tomasi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Tomasi
Context triple: [John Rawls, influenced, John Tomasi]
  • A. 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."
  • B. David Friedman
    David Friedman, better known professionally as David Benioff, is an American writer, screenwriter, and producer best known as the co-creator and showrunner of the television series "Game of Thrones."
  • C. 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.
  • D. Michael S. Barr
    Michael S. Barr is an American legal scholar and policymaker who serves as a key U.S. financial regulator, overseeing banking supervision and financial stability at the Federal Reserve.
  • E. 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.
  • 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: John Tomasi
Triple: [John Rawls, influenced, John Tomasi]
Generated description
John Tomasi is an American political philosopher known for his work on the intersection of classical liberalism and theories of justice, particularly in his book "Free Market Fairness."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Tomasi
Target entity description: John Tomasi is an American political philosopher known for his work on the intersection of classical liberalism and theories of justice, particularly in his book "Free Market Fairness."
  • A. 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."
  • B. David Friedman
    David Friedman, better known professionally as David Benioff, is an American writer, screenwriter, and producer best known as the co-creator and showrunner of the television series "Game of Thrones."
  • C. 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.
  • D. Michael S. Barr
    Michael S. Barr is an American legal scholar and policymaker who serves as a key U.S. financial regulator, overseeing banking supervision and financial stability at the Federal Reserve.
  • E. 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.
  • 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_69a493684ee48190bd43b7c78da4aec8 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a69fb6ac8190bda41852ea01842c completed March 1, 2026, 8:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69a6787a808c81908e8db55a7f28ac90 completed March 3, 2026, 5:58 a.m.
NEDg Description generation batch_69a6799322008190b66ae4a6c5a90786 completed March 3, 2026, 6:02 a.m.
NED2 Entity disambiguation (via description) batch_69a67a07b5cc8190a7bbd767b00f5d99 completed March 3, 2026, 6:04 a.m.
Created at: March 1, 2026, 7:37 p.m.