Triple

T18065684
Position Surface form Disambiguated ID Type / Status
Subject A.G. Barr E432286 entity
Predicate foundedBy P104 FINISHED
Object Robert Barr
Robert Barr was a Scottish entrepreneur best known for founding the soft drinks company that would become A.G. Barr, producer of brands such as Irn-Bru.
E1303531 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: Robert Barr | Statement: [A.G. Barr, foundedBy, Robert Barr]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Barr
Context triple: [A.G. Barr, foundedBy, Robert Barr]
  • A. J. R. McCulloch
    J. R. McCulloch was a 19th-century Scottish economist known for his influential work in classical economics and for popularizing the ideas of David Ricardo.
  • B. John Graham
    John Graham is an Australian Labor Party politician who serves as a senior minister in the New South Wales government under Premier Chris Minns.
  • C. John Graham
    John Graham was a British colonial military officer after whom the South African town of Grahamstown (now Makhanda) was named.
  • D. Samuel Galbraith
    Samuel Galbraith is a notable individual who bears the Galbraith surname, recognized enough to be specifically cited among its prominent holders.
  • E. John W. Robertson
    John W. Robertson was an artist associated with the Cullercoats artist colony, a noted 19th-century community of painters on the northeast coast of England.
  • 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: Robert Barr
Triple: [A.G. Barr, foundedBy, Robert Barr]
Generated description
Robert Barr was a Scottish entrepreneur best known for founding the soft drinks company that would become A.G. Barr, producer of brands such as Irn-Bru.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Barr
Target entity description: Robert Barr was a Scottish entrepreneur best known for founding the soft drinks company that would become A.G. Barr, producer of brands such as Irn-Bru.
  • A. J. R. McCulloch
    J. R. McCulloch was a 19th-century Scottish economist known for his influential work in classical economics and for popularizing the ideas of David Ricardo.
  • B. John Graham
    John Graham is an Australian Labor Party politician who serves as a senior minister in the New South Wales government under Premier Chris Minns.
  • C. John Graham
    John Graham was a British colonial military officer after whom the South African town of Grahamstown (now Makhanda) was named.
  • D. Samuel Galbraith
    Samuel Galbraith is a notable individual who bears the Galbraith surname, recognized enough to be specifically cited among its prominent holders.
  • E. John W. Robertson
    John W. Robertson was an artist associated with the Cullercoats artist colony, a noted 19th-century community of painters on the northeast coast of England.
  • 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_69d8b9070cac81909fa9473fb1c3f1c7 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4cce81de88190bd94d4ccee3e180c completed April 19, 2026, 12:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a035670159081909bc8c626318253a2 completed May 12, 2026, 4:33 p.m.
NEDg Description generation batch_6a03576c04e881908f76694f053d709a completed May 12, 2026, 4:38 p.m.
NED2 Entity disambiguation (via description) batch_6a0357f78a7c819083d57f330083698e completed May 12, 2026, 4:40 p.m.
Created at: April 10, 2026, 10:26 a.m.