Triple
T6676123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New School for Social Research |
E151855
|
entity |
| Predicate | hasNotableAlumni |
P51
|
FINISHED |
| Object |
Robert Heilbroner
Robert Heilbroner was an American economist and historian of economic thought best known for his influential book "The Worldly Philosophers," which surveys the lives and ideas of major economic thinkers.
|
E611089
|
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 Heilbroner | Statement: [New School for Social Research, hasNotableAlumni, Robert Heilbroner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Heilbroner Context triple: [New School for Social Research, hasNotableAlumni, Robert Heilbroner]
-
A.
Allan H. Meltzer
Allan H. Meltzer was an influential American economist known for his extensive work on monetary policy, central banking, and his authoritative history of the Federal Reserve.
-
B.
Charles P. Kindleberger
Charles P. Kindleberger was an influential American economist and economic historian best known for his work on international finance and financial crises, particularly his analysis of the Great Depression and the theory of hegemonic stability.
-
C.
Jacob Viner
Jacob Viner was a prominent 20th-century economist known for his influential work in international trade theory, public finance, and his role in shaping modern economic thought.
-
D.
Ragnar Nurkse
Ragnar Nurkse was an influential Estonian economist known for his work on development economics and the theory of balanced growth in poor countries.
-
E.
Simon Kuznets
Simon Kuznets was a Nobel Prize–winning economist best known for his work on economic growth, national income accounting, and the formulation of the Kuznets curve.
- 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 Heilbroner Triple: [New School for Social Research, hasNotableAlumni, Robert Heilbroner]
Generated description
Robert Heilbroner was an American economist and historian of economic thought best known for his influential book "The Worldly Philosophers," which surveys the lives and ideas of major economic thinkers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Heilbroner Target entity description: Robert Heilbroner was an American economist and historian of economic thought best known for his influential book "The Worldly Philosophers," which surveys the lives and ideas of major economic thinkers.
-
A.
Allan H. Meltzer
Allan H. Meltzer was an influential American economist known for his extensive work on monetary policy, central banking, and his authoritative history of the Federal Reserve.
-
B.
Charles P. Kindleberger
Charles P. Kindleberger was an influential American economist and economic historian best known for his work on international finance and financial crises, particularly his analysis of the Great Depression and the theory of hegemonic stability.
-
C.
Jacob Viner
Jacob Viner was a prominent 20th-century economist known for his influential work in international trade theory, public finance, and his role in shaping modern economic thought.
-
D.
Ragnar Nurkse
Ragnar Nurkse was an influential Estonian economist known for his work on development economics and the theory of balanced growth in poor countries.
-
E.
Simon Kuznets
Simon Kuznets was a Nobel Prize–winning economist best known for his work on economic growth, national income accounting, and the formulation of the Kuznets curve.
- 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_69c687f830bc81909eb8b04dbb8450b1 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6b0f4184481908869354addf4f8c4 |
completed | March 27, 2026, 4:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6f7a57bd88190a423ff7d2139aa51 |
completed | March 27, 2026, 9:33 p.m. |
| NEDg | Description generation | batch_69c6f8946b2c8190b18edff8523cf565 |
completed | March 27, 2026, 9:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6f96c215081909e9d7a6e0a811f18 |
completed | March 27, 2026, 9:41 p.m. |
Created at: March 27, 2026, 2:03 p.m.