Triple

T6351965
Position Surface form Disambiguated ID Type / Status
Subject David Gross E142892 entity
Predicate hasAcademicAdvisor P167 FINISHED
Object Geoffrey Chew
Geoffrey Chew was an American theoretical physicist best known for developing the S-matrix theory and the bootstrap model in particle physics.
 E591641 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: Geoffrey Chew | Statement: [David Gross, hasAcademicAdvisor, Geoffrey Chew]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Geoffrey Chew
Context triple: [David Gross, hasAcademicAdvisor, Geoffrey Chew]
  • A. Sidney Coleman
    Sidney Coleman was an influential American theoretical physicist renowned for his work in quantum field theory and for his exceptional teaching and expository lectures at Harvard University.
  • B. Gerald Guralnik
    Gerald Guralnik was an American theoretical physicist best known as one of the co-discoverers of the Higgs mechanism that explains how particles acquire mass.
  • C. Sidney Drell
    Sidney Drell was an American theoretical physicist renowned for his contributions to quantum field theory and particle physics, as well as for his influential work in national security and arms control policy.
  • D. C. R. Hagen
    C. R. Hagen is a theoretical physicist known for his contributions to particle physics and gauge theories, including work related to the Higgs mechanism.
  • E. Murray Gell-Mann
    Murray Gell-Mann was an American physicist best known for developing the quark model of subatomic particles and receiving the 1969 Nobel Prize in Physics.
  • 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: Geoffrey Chew
Triple: [David Gross, hasAcademicAdvisor, Geoffrey Chew]
Generated description
Geoffrey Chew was an American theoretical physicist best known for developing the S-matrix theory and the bootstrap model in particle physics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Geoffrey Chew
Target entity description: Geoffrey Chew was an American theoretical physicist best known for developing the S-matrix theory and the bootstrap model in particle physics.
  • A. Sidney Coleman
    Sidney Coleman was an influential American theoretical physicist renowned for his work in quantum field theory and for his exceptional teaching and expository lectures at Harvard University.
  • B. Gerald Guralnik
    Gerald Guralnik was an American theoretical physicist best known as one of the co-discoverers of the Higgs mechanism that explains how particles acquire mass.
  • C. Sidney Drell
    Sidney Drell was an American theoretical physicist renowned for his contributions to quantum field theory and particle physics, as well as for his influential work in national security and arms control policy.
  • D. C. R. Hagen
    C. R. Hagen is a theoretical physicist known for his contributions to particle physics and gauge theories, including work related to the Higgs mechanism.
  • E. Murray Gell-Mann
    Murray Gell-Mann was an American physicist best known for developing the quark model of subatomic particles and receiving the 1969 Nobel Prize in Physics.
  • 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_69c008d6dcbc8190aa1c2f1fd8916b42 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c067dd3c74819085a164b750094c46 completed March 22, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640afafd48190b900fa5e0956d538 completed March 27, 2026, 8:32 a.m.
NEDg Description generation batch_69c6415e87a881909878709fa588c367 completed March 27, 2026, 8:35 a.m.
NED2 Entity disambiguation (via description) batch_69c641d7131481908dd007023327d5a4 completed March 27, 2026, 8:37 a.m.
Created at: March 22, 2026, 4:31 p.m.