Triple

T747540
Position Surface form Disambiguated ID Type / Status
Subject Christopher Longuet-Higgins E15375 entity
Predicate hasRelative P367 FINISHED
Object Hugh Longuet-Higgins
Hugh Longuet-Higgins was a British mathematician and academic, known primarily as the father of theoretical chemist and cognitive scientist Christopher Longuet-Higgins.
E102975 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: Hugh Longuet-Higgins | Statement: [Christopher Longuet-Higgins, hasRelative, Hugh Longuet-Higgins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hugh Longuet-Higgins
Context triple: [Christopher Longuet-Higgins, hasRelative, Hugh Longuet-Higgins]
  • A. Christopher Longuet-Higgins
    Christopher Longuet-Higgins was a British theoretical chemist and cognitive scientist known for his influential work in artificial intelligence and the study of human perception and cognition.
  • B. Derek H. R. Barton
    Derek H. R. Barton was a Nobel Prize–winning British chemist renowned for his pioneering work in conformational analysis and major contributions to organic chemistry.
  • C. Arthur Geoffrey Walker
    Arthur Geoffrey Walker was a British mathematician and physicist best known for his foundational contributions to relativistic cosmology, particularly the development of the Friedmann–Lemaître–Robertson–Walker (FLRW) metric.
  • D. John Desmond Bernal
    John Desmond Bernal was a pioneering Irish-born scientist who helped found the field of X-ray crystallography and made major contributions to structural biology and the social role of science.
  • E. David Hirschfelder
    David Hirschfelder is an Australian composer and musician best known for his acclaimed film scores and work on major international movies.
  • 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: Hugh Longuet-Higgins
Triple: [Christopher Longuet-Higgins, hasRelative, Hugh Longuet-Higgins]
Generated description
Hugh Longuet-Higgins was a British mathematician and academic, known primarily as the father of theoretical chemist and cognitive scientist Christopher Longuet-Higgins.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hugh Longuet-Higgins
Target entity description: Hugh Longuet-Higgins was a British mathematician and academic, known primarily as the father of theoretical chemist and cognitive scientist Christopher Longuet-Higgins.
  • A. Christopher Longuet-Higgins
    Christopher Longuet-Higgins was a British theoretical chemist and cognitive scientist known for his influential work in artificial intelligence and the study of human perception and cognition.
  • B. Derek H. R. Barton
    Derek H. R. Barton was a Nobel Prize–winning British chemist renowned for his pioneering work in conformational analysis and major contributions to organic chemistry.
  • C. Arthur Geoffrey Walker
    Arthur Geoffrey Walker was a British mathematician and physicist best known for his foundational contributions to relativistic cosmology, particularly the development of the Friedmann–Lemaître–Robertson–Walker (FLRW) metric.
  • D. John Desmond Bernal
    John Desmond Bernal was a pioneering Irish-born scientist who helped found the field of X-ray crystallography and made major contributions to structural biology and the social role of science.
  • E. David Hirschfelder
    David Hirschfelder is an Australian composer and musician best known for his acclaimed film scores and work on major international movies.
  • 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_69a49358aa308190adbc9b5a0a2adcf9 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a62dd1bc819094a3814654448ae3 completed March 1, 2026, 8:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7b83948b48190af0349dd73ec3951 completed March 4, 2026, 4:42 a.m.
NEDg Description generation batch_69a7b99c19fc819090e0f9a042a8c12c completed March 4, 2026, 4:48 a.m.
NED2 Entity disambiguation (via description) batch_69a7ba44b79c8190b0ce8a430fe928e5 completed March 4, 2026, 4:51 a.m.
Created at: March 1, 2026, 7:37 p.m.