Triple

T16832158
Position Surface form Disambiguated ID Type / Status
Subject Martin J. Osborne E409176 entity
Predicate coAuthorWith P398 FINISHED
Object Ariel Rubinstein E91365 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: Ariel Rubinstein | Statement: [Martin J. Osborne, coAuthorWith, Ariel Rubinstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ariel Rubinstein
Context triple: [Martin J. Osborne, coAuthorWith, Ariel Rubinstein]
  • A. Ariel Rubinstein chosen
    Ariel Rubinstein is an Israeli economist renowned for his foundational contributions to game theory, particularly his formalization of bargaining through the Rubinstein bargaining model.
  • B. Robert Aumann
    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.
  • C. Drew Fudenberg
    Drew Fudenberg is an influential American economist and game theorist known for his foundational contributions to repeated games, learning in games, and co-authoring widely used graduate textbooks in game theory.
  • D. David M. Kreps
    David M. Kreps is an American economist renowned for his influential contributions to game theory, decision theory, and microeconomic theory, particularly in the areas of dynamic choice and reputation.
  • E. Martin J. Osborne
    Martin J. Osborne is an economist and game theorist known for his influential work in microeconomic theory and for co-authoring the widely used textbook "A Course in Game Theory" with Ariel Rubinstein.
  • 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_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b318b8b88190b3266f4f06a955c1 completed April 18, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b2a2a5348190b14af8ab88a281b7 completed May 10, 2026, 4:30 p.m.
Created at: April 10, 2026, 5:23 a.m.