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.