Triple

T13547268
Position Surface form Disambiguated ID Type / Status
Subject George A. Akerlof E323544 entity
Predicate positionHeld P8 FINISHED
Object Koshland Professor of Economics at UC Berkeley
The Koshland Professor of Economics at UC Berkeley is a distinguished endowed chair in the University of California, Berkeley’s economics department, held by Nobel Prize–winning economist George A. Akerlof.
E1046132 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: Koshland Professor of Economics at UC Berkeley | Statement: [George A. Akerlof, positionHeld, Koshland Professor of Economics at UC Berkeley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Koshland Professor of Economics at UC Berkeley
Context triple: [George A. Akerlof, positionHeld, Koshland Professor of Economics at UC Berkeley]
  • A. Hughes-Rogers Professor of Economics at Princeton University
    The Hughes-Rogers Professor of Economics at Princeton University is a distinguished endowed chair in the economics department, currently held by financial economist Hyun Song Shin.
  • 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. 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.
  • D. 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.
  • E. Ford Foundation International Professor of Economics
    The Ford Foundation International Professor of Economics is a prestigious endowed academic chair at the Massachusetts Institute of Technology (MIT) held by leading economist Abhijit Vinayak Banerjee.
  • 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: Koshland Professor of Economics at UC Berkeley
Triple: [George A. Akerlof, positionHeld, Koshland Professor of Economics at UC Berkeley]
Generated description
The Koshland Professor of Economics at UC Berkeley is a distinguished endowed chair in the University of California, Berkeley’s economics department, held by Nobel Prize–winning economist George A. Akerlof.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Koshland Professor of Economics at UC Berkeley
Target entity description: The Koshland Professor of Economics at UC Berkeley is a distinguished endowed chair in the University of California, Berkeley’s economics department, held by Nobel Prize–winning economist George A. Akerlof.
  • A. Hughes-Rogers Professor of Economics at Princeton University
    The Hughes-Rogers Professor of Economics at Princeton University is a distinguished endowed chair in the economics department, currently held by financial economist Hyun Song Shin.
  • 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. 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.
  • D. 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.
  • E. Ford Foundation International Professor of Economics
    The Ford Foundation International Professor of Economics is a prestigious endowed academic chair at the Massachusetts Institute of Technology (MIT) held by leading economist Abhijit Vinayak Banerjee.
  • 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafdb466881908fb46642dc66849d completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75da2c2008190b43a653a349ea0c7 completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f75ed5457c819093081c6a22f13c91 completed May 3, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_69f75f7e9d2c81909ec5540b34ac97cb completed May 3, 2026, 2:45 p.m.
Created at: April 9, 2026, 9:45 p.m.