Triple

T23470499
Position Surface form Disambiguated ID Type / Status
Subject Peierls–Nabarro model E569213 entity
Predicate introducedBy P513 FINISHED
Object Frank Nabarro
Frank Nabarro was a South African physicist renowned for his pioneering work in the theory of crystal dislocations and the mechanical properties of solids.
E1589573 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: Frank Nabarro | Statement: [Peierls–Nabarro model, introducedBy, Frank Nabarro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank Nabarro
Context triple: [Peierls–Nabarro model, introducedBy, Frank Nabarro]
  • A. Ralph Kabnis
    Ralph Kabnis is the troubled, introspective schoolteacher protagonist of Jean Toomer’s Cane, whose experiences in the Jim Crow South explore themes of racial identity, alienation, and spiritual crisis.
  • B. Louis Marciano
    Louis Marciano is a music video director known for directing the video for the band Dead Horse.
  • C. Frank Palko
    Frank Palko was the criminal defendant at the center of the landmark U.S. Supreme Court case Palko v. Connecticut, which shaped the doctrine of selective incorporation of Bill of Rights protections to the states.
  • D. Fred Nauyoks
    Fred Nauyoks was one of the three people murdered in the 1966 Lafayette Bar and Grill shootings in Paterson, New Jersey, a case that led to the controversial conviction of boxer Rubin "Hurricane" Carter.
  • E. Marvin Natiss
    Marvin Natiss is an American local politician who has served as a leading municipal official in North Hills, New York.
  • 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: Frank Nabarro
Triple: [Peierls–Nabarro model, introducedBy, Frank Nabarro]
Generated description
Frank Nabarro was a South African physicist renowned for his pioneering work in the theory of crystal dislocations and the mechanical properties of solids.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank Nabarro
Target entity description: Frank Nabarro was a South African physicist renowned for his pioneering work in the theory of crystal dislocations and the mechanical properties of solids.
  • A. Ralph Kabnis
    Ralph Kabnis is the troubled, introspective schoolteacher protagonist of Jean Toomer’s Cane, whose experiences in the Jim Crow South explore themes of racial identity, alienation, and spiritual crisis.
  • B. Louis Marciano
    Louis Marciano is a music video director known for directing the video for the band Dead Horse.
  • C. Frank Palko
    Frank Palko was the criminal defendant at the center of the landmark U.S. Supreme Court case Palko v. Connecticut, which shaped the doctrine of selective incorporation of Bill of Rights protections to the states.
  • D. Fred Nauyoks
    Fred Nauyoks was one of the three people murdered in the 1966 Lafayette Bar and Grill shootings in Paterson, New Jersey, a case that led to the controversial conviction of boxer Rubin "Hurricane" Carter.
  • E. Marvin Natiss
    Marvin Natiss is an American local politician who has served as a leading municipal official in North Hills, New York.
  • 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_69f1a6ff8dc0819086961b1f07030d9c completed April 29, 2026, 6:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c825dcbdc819090002d36ef823a2f 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_6a0ca80db6288190ae99313c1f2485db completed May 19, 2026, 6:12 p.m.
Created at: April 17, 2026, 5:54 p.m.