Triple

T14691053
Position Surface form Disambiguated ID Type / Status
Subject Barclay E345032 entity
Predicate hasNotableBearer P458 FINISHED
Object Andrew Barclay
Andrew Barclay is a Scottish locomotive manufacturer whose company, Andrew Barclay Sons & Co., became well known for producing industrial steam locomotives in the 19th and 20th centuries.
E1118713 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: Andrew Barclay | Statement: [Barclay, hasNotableBearer, Andrew Barclay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Barclay
Context triple: [Barclay, hasNotableBearer, Andrew Barclay]
  • A. Andrew Barclay
    Andrew Barclay was an early American financier known for being among the original brokers who helped found what became the New York Stock Exchange.
  • B. Christopher Barclay
    Christopher Barclay is the husband of acclaimed American television and film director Paris Barclay.
  • C. Thomas Barclay
    Thomas Barclay was a Scottish Presbyterian missionary and Bible translator who played a key role in the development and promotion of the Pe̍h-ōe-jī romanization system for Taiwanese Hokkien.
  • D. James Barr
    James Barr was a prominent Scottish biblical scholar and theologian known for his influential critiques of conservative biblical interpretation and biblical linguistics.
  • E. Andrew Buchan
    Andrew Buchan is a British actor best known for his role as Mark Latimer in the acclaimed crime drama series "Broadchurch."
  • 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: Andrew Barclay
Triple: [Barclay, hasNotableBearer, Andrew Barclay]
Generated description
Andrew Barclay is a Scottish locomotive manufacturer whose company, Andrew Barclay Sons & Co., became well known for producing industrial steam locomotives in the 19th and 20th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Barclay
Target entity description: Andrew Barclay is a Scottish locomotive manufacturer whose company, Andrew Barclay Sons & Co., became well known for producing industrial steam locomotives in the 19th and 20th centuries.
  • A. Andrew Barclay
    Andrew Barclay was an early American financier known for being among the original brokers who helped found what became the New York Stock Exchange.
  • B. Christopher Barclay
    Christopher Barclay is the husband of acclaimed American television and film director Paris Barclay.
  • C. Thomas Barclay
    Thomas Barclay was a Scottish Presbyterian missionary and Bible translator who played a key role in the development and promotion of the Pe̍h-ōe-jī romanization system for Taiwanese Hokkien.
  • D. James Barr
    James Barr was a prominent Scottish biblical scholar and theologian known for his influential critiques of conservative biblical interpretation and biblical linguistics.
  • E. Andrew Buchan
    Andrew Buchan is a British actor best known for his role as Mark Latimer in the acclaimed crime drama series "Broadchurch."
  • 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb585d46c81908d6964130914cec4 completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0cde041081908ae2f2c75a9d5eb2 completed May 8, 2026, 4:18 p.m.
NEDg Description generation batch_69fe19574d0481908e6df0a3fa1d4d32 completed May 8, 2026, 5:11 p.m.
NED2 Entity disambiguation (via description) batch_69fe19d7af18819086866e77c6afe63c completed May 8, 2026, 5:13 p.m.
Created at: April 10, 2026, 1:28 a.m.