Triple

T3394479
Position Surface form Disambiguated ID Type / Status
Subject Michael Woodford E71495 entity
Predicate positionHeld P8 FINISHED
Object John Bates Clark Professor of Political Economy at Columbia University
The John Bates Clark Professor of Political Economy at Columbia University is a prestigious endowed chair in economics held by leading scholars in macroeconomic theory and policy.
E354931 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 Bates Clark Professor of Political Economy at Columbia University | Statement: [Michael Woodford, positionHeld, John Bates Clark Professor of Political Economy at Columbia University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Bates Clark Professor of Political Economy at Columbia University
Context triple: [Michael Woodford, positionHeld, John Bates Clark Professor of Political Economy at Columbia University]
  • A. Robert M. Beren Professor of Economics at Harvard University
    The Robert M. Beren Professor of Economics at Harvard University is a prestigious endowed chair in Harvard’s Economics Department held by leading scholars such as Gregory Mankiw.
  • B. Elizabeth and James Killian Professor of Economics at Massachusetts Institute of Technology
    The Elizabeth and James Killian Professor of Economics at the Massachusetts Institute of Technology is a prestigious endowed chair in MIT’s economics department held by leading scholar Daron Acemoglu.
  • C. Harold F. Linder Professor at the Institute for Advanced Study
    The Harold F. Linder Professor at the Institute for Advanced Study is a distinguished endowed chair at the IAS in Princeton, typically held by a leading scholar in the humanities or social sciences.
  • D. President of the American Economic Association
    The President of the American Economic Association is the elected economist who serves as the leading representative and intellectual figurehead of the association, typically delivering the annual presidential address and guiding its scholarly direction.
  • 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: John Bates Clark Professor of Political Economy at Columbia University
Triple: [Michael Woodford, positionHeld, John Bates Clark Professor of Political Economy at Columbia University]
Generated description
The John Bates Clark Professor of Political Economy at Columbia University is a prestigious endowed chair in economics held by leading scholars in macroeconomic theory and policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Bates Clark Professor of Political Economy at Columbia University
Target entity description: The John Bates Clark Professor of Political Economy at Columbia University is a prestigious endowed chair in economics held by leading scholars in macroeconomic theory and policy.
  • A. Robert M. Beren Professor of Economics at Harvard University
    The Robert M. Beren Professor of Economics at Harvard University is a prestigious endowed chair in Harvard’s Economics Department held by leading scholars such as Gregory Mankiw.
  • B. Elizabeth and James Killian Professor of Economics at Massachusetts Institute of Technology
    The Elizabeth and James Killian Professor of Economics at the Massachusetts Institute of Technology is a prestigious endowed chair in MIT’s economics department held by leading scholar Daron Acemoglu.
  • C. Harold F. Linder Professor at the Institute for Advanced Study
    The Harold F. Linder Professor at the Institute for Advanced Study is a distinguished endowed chair at the IAS in Princeton, typically held by a leading scholar in the humanities or social sciences.
  • D. President of the American Economic Association
    The President of the American Economic Association is the elected economist who serves as the leading representative and intellectual figurehead of the association, typically delivering the annual presidential address and guiding its scholarly direction.
  • 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_69ad85a9c4a88190a854019341cb3b60 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb853746c8190bfa1447e6ebbefb3 completed March 8, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bc8a75c8190ab4f652272d33576 completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e46b2b48190aedee8dabf5285bd completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34fc0b830819082b50ebd14b6490b completed March 12, 2026, 11:44 p.m.
Created at: March 8, 2026, 3:14 p.m.