Triple

T23464288
Position Surface form Disambiguated ID Type / Status
Subject Lagrange Prize E569062 entity
Predicate notableLaureate P1618 FINISHED
Object Yaneer Bar-Yam
Yaneer Bar-Yam is an American physicist and complexity scientist known for his pioneering work in complex systems and for founding the New England Complex Systems Institute.
E1589823 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: Yaneer Bar-Yam | Statement: [Lagrange Prize, notableLaureate, Yaneer Bar-Yam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yaneer Bar-Yam
Context triple: [Lagrange Prize, notableLaureate, Yaneer Bar-Yam]
  • A. Simon A. Levin
    Simon A. Levin is a prominent American ecologist renowned for his work on the theoretical and mathematical foundations of ecology, particularly in population dynamics, biodiversity, and the management of complex ecological systems.
  • B. David W. Smith
    David W. Smith was a notable figure significant enough in Mississippi’s history or local affairs to have Smith County named in his honor.
  • C. Nigel Goldenfeld
    Nigel Goldenfeld is a theoretical physicist known for his influential work in statistical physics, complex systems, and fluid dynamics.
  • D. Michael Turchin
    Michael Turchin is an American actor and visual artist who is also known for his marriage to former *NSYNC member Lance Bass.
  • E. Robert L. Rosen
    Robert L. Rosen is a film producer best known for his work on the movie "King of the Gypsies."
  • 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: Yaneer Bar-Yam
Triple: [Lagrange Prize, notableLaureate, Yaneer Bar-Yam]
Generated description
Yaneer Bar-Yam is an American physicist and complexity scientist known for his pioneering work in complex systems and for founding the New England Complex Systems Institute.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yaneer Bar-Yam
Target entity description: Yaneer Bar-Yam is an American physicist and complexity scientist known for his pioneering work in complex systems and for founding the New England Complex Systems Institute.
  • A. Simon A. Levin
    Simon A. Levin is a prominent American ecologist renowned for his work on the theoretical and mathematical foundations of ecology, particularly in population dynamics, biodiversity, and the management of complex ecological systems.
  • B. David W. Smith
    David W. Smith was a notable figure significant enough in Mississippi’s history or local affairs to have Smith County named in his honor.
  • C. Nigel Goldenfeld
    Nigel Goldenfeld is a theoretical physicist known for his influential work in statistical physics, complex systems, and fluid dynamics.
  • D. Michael Turchin
    Michael Turchin is an American actor and visual artist who is also known for his marriage to former *NSYNC member Lance Bass.
  • E. Robert L. Rosen
    Robert L. Rosen is a film producer best known for his work on the movie "King of the Gypsies."
  • 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_69e2458ebd808190b3298163132cfb0b completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a69f0a54819084c19c248a572253 completed April 29, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c82530b8081908e04e647180d8195 completed May 19, 2026, 3:31 p.m.
NEDg Description generation batch_6a0ca6efb0d88190bf15b18cc3f12482 completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca819f6dc8190852bb3c06768ac5a completed May 19, 2026, 6:12 p.m.
Created at: April 17, 2026, 5:54 p.m.