Triple

T7551860
Position Surface form Disambiguated ID Type / Status
Subject Bond E178553 entity
Predicate hasNotableBearer P458 FINISHED
Object John Bond (chemist)
John Bond is a British forensic scientist and chemist known for developing innovative techniques to reveal fingerprints on metal surfaces, significantly advancing forensic fingerprint analysis.
E671698 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: John Bond (chemist) | Statement: [Bond, hasNotableBearer, John Bond (chemist)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Bond (chemist)
Context triple: [Bond, hasNotableBearer, John Bond (chemist)]
  • A. Francis Bond Head
    Francis Bond Head was a 19th-century British colonial administrator best known for his controversial role in governing Upper Canada during the period leading up to the Rebellions of 1837.
  • B. Alastair Denniston
    Alastair Denniston was a British naval intelligence officer and pioneering cryptanalyst who played a key leadership role in the development of codebreaking operations that led to Bletchley Park during both World Wars.
  • C. Charles Coulson
    Charles Coulson was a prominent British theoretical chemist and mathematician known for his pioneering work in quantum chemistry and for authoring the influential book "Valence."
  • D. Nevil Macready
    Nevil Macready was a British Army general best known for serving as Commander-in-Chief in Ireland during the Irish War of Independence.
  • E. James Bond (brother)
    James Bond (brother) is the sibling of American civil rights leader and politician Julian Bond.
  • 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: John Bond (chemist)
Triple: [Bond, hasNotableBearer, John Bond (chemist)]
Generated description
John Bond is a British forensic scientist and chemist known for developing innovative techniques to reveal fingerprints on metal surfaces, significantly advancing forensic fingerprint analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Bond (chemist)
Target entity description: John Bond is a British forensic scientist and chemist known for developing innovative techniques to reveal fingerprints on metal surfaces, significantly advancing forensic fingerprint analysis.
  • A. Francis Bond Head
    Francis Bond Head was a 19th-century British colonial administrator best known for his controversial role in governing Upper Canada during the period leading up to the Rebellions of 1837.
  • B. Alastair Denniston
    Alastair Denniston was a British naval intelligence officer and pioneering cryptanalyst who played a key leadership role in the development of codebreaking operations that led to Bletchley Park during both World Wars.
  • C. Charles Coulson
    Charles Coulson was a prominent British theoretical chemist and mathematician known for his pioneering work in quantum chemistry and for authoring the influential book "Valence."
  • D. Nevil Macready
    Nevil Macready was a British Army general best known for serving as Commander-in-Chief in Ireland during the Irish War of Independence.
  • E. James Bond (brother)
    James Bond (brother) is the sibling of American civil rights leader and politician Julian Bond.
  • 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_69c69f2cbe08819088f9eb0c03ef529b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8b6c6488190b8fd94aca6ea8486 completed March 27, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84f33c968819089fd0a2b07b076a3 completed March 28, 2026, 9:59 p.m.
NEDg Description generation batch_69c84fb8382881909f29472230550aff completed March 28, 2026, 10:01 p.m.
NED2 Entity disambiguation (via description) batch_69c850327c8c81908c3e1ccf58b5bd74 completed March 28, 2026, 10:03 p.m.
Created at: March 27, 2026, 3:49 p.m.