Triple
T770438
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rubinstein bargaining model |
E16268
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Ariel Rubinstein
Ariel Rubinstein is an Israeli economist renowned for his foundational contributions to game theory, particularly his formalization of bargaining through the Rubinstein bargaining model.
|
E91365
|
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: Ariel Rubinstein | Statement: [Rubinstein bargaining model, namedAfter, Ariel Rubinstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ariel Rubinstein Context triple: [Rubinstein bargaining model, namedAfter, Ariel Rubinstein]
-
A.
Oskar Morgenstern
Oskar Morgenstern was an Austrian-American economist best known as the co-founder of game theory through his seminal work "Theory of Games and Economic Behavior" with John von Neumann.
-
B.
Jean Tirole
Jean Tirole is a French economist and Nobel laureate renowned for his influential work on industrial organization, regulation, and game theory.
-
C.
Harold W. Kuhn
Harold W. Kuhn was an American mathematician and game theorist best known for his work on nonlinear programming and the Kuhn–Tucker conditions.
-
D.
Joseph Stiglitz
Joseph Stiglitz is a Nobel Prize–winning American economist renowned for his work on information asymmetry, inequality, and critiques of unregulated markets.
-
E.
Daron Acemoglu
Daron Acemoglu is a prominent Turkish-American economist known for his influential work on political economy, institutions, and economic development, and as co-author of the book "Why Nations Fail."
- 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: Ariel Rubinstein Triple: [Rubinstein bargaining model, namedAfter, Ariel Rubinstein]
Generated description
Ariel Rubinstein is an Israeli economist renowned for his foundational contributions to game theory, particularly his formalization of bargaining through the Rubinstein bargaining model.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ariel Rubinstein Target entity description: Ariel Rubinstein is an Israeli economist renowned for his foundational contributions to game theory, particularly his formalization of bargaining through the Rubinstein bargaining model.
-
A.
Oskar Morgenstern
Oskar Morgenstern was an Austrian-American economist best known as the co-founder of game theory through his seminal work "Theory of Games and Economic Behavior" with John von Neumann.
-
B.
Jean Tirole
Jean Tirole is a French economist and Nobel laureate renowned for his influential work on industrial organization, regulation, and game theory.
-
C.
Harold W. Kuhn
Harold W. Kuhn was an American mathematician and game theorist best known for his work on nonlinear programming and the Kuhn–Tucker conditions.
-
D.
Joseph Stiglitz
Joseph Stiglitz is a Nobel Prize–winning American economist renowned for his work on information asymmetry, inequality, and critiques of unregulated markets.
-
E.
Daron Acemoglu
Daron Acemoglu is a prominent Turkish-American economist known for his influential work on political economy, institutions, and economic development, and as co-author of the book "Why Nations Fail."
- 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_69a49369a0848190af883934cee3db4c |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a704fb148190b203a5bdd77e961c |
completed | March 1, 2026, 8:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a66678f7ac819095eafccf44c6588e |
completed | March 3, 2026, 4:41 a.m. |
| NEDg | Description generation | batch_69a6698255d4819095df00abfe896eac |
completed | March 3, 2026, 4:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a66a495cf08190b3a2e2002c089634 |
completed | March 3, 2026, 4:57 a.m. |
Created at: March 1, 2026, 7:37 p.m.