Triple

T2504666
Position Surface form Disambiguated ID Type / Status
Subject Gregory Mankiw E52549 entity
Predicate positionHeld P8 FINISHED
Object 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.
E271825 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: Robert M. Beren Professor of Economics at Harvard University | Statement: [Gregory Mankiw, positionHeld, Robert M. Beren Professor of Economics at Harvard University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert M. Beren Professor of Economics at Harvard University
Context triple: [Gregory Mankiw, positionHeld, Robert M. Beren Professor of Economics at Harvard University]
  • A. 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.
  • B. Albert J. Weatherhead III University Professor at Harvard University
    The Albert J. Weatherhead III University Professor at Harvard University is a prestigious endowed chair reserved for a distinguished scholar of university-wide stature.
  • 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. Eaton Professor of the Science of Government at Harvard University
    The Eaton Professor of the Science of Government at Harvard University is a prestigious endowed chair in political science historically associated with leading scholars such as Samuel P. Huntington.
  • E. Carl H. Pforzheimer University Professor at Harvard University
    The Carl H. Pforzheimer University Professor at Harvard University is a prestigious endowed chair reserved for distinguished scholars recognized for exceptional contributions to their academic fields.
  • 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: Robert M. Beren Professor of Economics at Harvard University
Triple: [Gregory Mankiw, positionHeld, Robert M. Beren Professor of Economics at Harvard University]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert M. Beren Professor of Economics at Harvard University
Target entity description: 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.
  • A. 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.
  • B. Albert J. Weatherhead III University Professor at Harvard University
    The Albert J. Weatherhead III University Professor at Harvard University is a prestigious endowed chair reserved for a distinguished scholar of university-wide stature.
  • 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. Eaton Professor of the Science of Government at Harvard University
    The Eaton Professor of the Science of Government at Harvard University is a prestigious endowed chair in political science historically associated with leading scholars such as Samuel P. Huntington.
  • E. Carl H. Pforzheimer University Professor at Harvard University
    The Carl H. Pforzheimer University Professor at Harvard University is a prestigious endowed chair reserved for distinguished scholars recognized for exceptional contributions to their academic fields.
  • 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_69ab4957b3a88190adf968ae0c1b931c completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1cd2db0819087d21ec49ffd9585 completed March 7, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1fa57aa4819096578a5538973ec4 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af203f7ca08190ba781891bd879192 completed March 9, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_69af20cd13a88190a35bc1b74ad088ef completed March 9, 2026, 7:34 p.m.
Created at: March 6, 2026, 9:46 p.m.