Triple
T16402764
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Classics in Game Theory |
E398340
|
entity |
| Predicate | hasContributor |
P4244
|
FINISHED |
| Object | Robert J. Aumann |
E912540
|
NE FINISHED |
How this triple was built (2 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 J. Aumann | Statement: [Classics in Game Theory, hasContributor, Robert J. Aumann]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert J. Aumann Context triple: [Classics in Game Theory, hasContributor, Robert J. Aumann]
-
A.
Robert Aumann
chosen
Robert Aumann is an Israeli-American mathematician and Nobel laureate renowned for his pioneering contributions to game theory and its applications to economics and conflict.
-
B.
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.
-
C.
John Harsanyi
John Harsanyi was a Hungarian-American economist and Nobel laureate renowned for his foundational contributions to game theory and welfare economics, particularly his work on modeling rational behavior and social choice under uncertainty.
-
D.
Reinhard Selten
Reinhard Selten was a German economist and game theorist, Nobel laureate, and pioneer of bounded rationality and equilibrium refinement concepts in game theory.
-
E.
Lloyd Shapley
Lloyd Shapley was an American mathematician and Nobel laureate renowned for his foundational contributions to game theory and the theory of stable matching.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d87f2950248190bc8ad9b9bebdc8c8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e327d0652081908f42f78b156f3ae7 |
completed | April 18, 2026, 6:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00679a900c8190aeb7a273943bf553 |
completed | May 10, 2026, 11:10 a.m. |
Created at: April 10, 2026, 5:09 a.m.