Triple

T20628861
Position Surface form Disambiguated ID Type / Status
Subject Weir E506895 entity
Predicate hasNotableBearer P458 FINISHED
Object Andrew Weir
Andrew Weir is a Scottish-born music producer and songwriter best known for his work in contemporary Christian and worship music.
E1442241 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 Weir | Statement: [Weir, hasNotableBearer, Andrew Weir]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Weir
Context triple: [Weir, hasNotableBearer, Andrew Weir]
  • A. Michael Forsyth
    Michael Forsyth is a British Conservative politician who served as Secretary of State for Scotland in the 1990s and was later elevated to the House of Lords.
  • B. David Hartnett
    David Hartnett is a British civil servant best known for serving as the Permanent Secretary for Tax at HM Revenue and Customs, where he was the UK's top tax official.
  • C. Michael Ridpath
    Michael Ridpath is a British author best known for his crime and thriller novels, including financial thrillers and the Iceland-set Magnus crime series.
  • D. Charles Gunn
    Charles Gunn was an American silent film actor active in the 1910s.
  • E. Charles Gunn
    Charles Gunn is a street-smart vampire hunter who becomes a key ally and member of Angel Investigations in the television series "Angel."
  • 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 Weir
Triple: [Weir, hasNotableBearer, Andrew Weir]
Generated description
Andrew Weir is a Scottish-born music producer and songwriter best known for his work in contemporary Christian and worship music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Weir
Target entity description: Andrew Weir is a Scottish-born music producer and songwriter best known for his work in contemporary Christian and worship music.
  • A. Michael Forsyth
    Michael Forsyth is a British Conservative politician who served as Secretary of State for Scotland in the 1990s and was later elevated to the House of Lords.
  • B. David Hartnett
    David Hartnett is a British civil servant best known for serving as the Permanent Secretary for Tax at HM Revenue and Customs, where he was the UK's top tax official.
  • C. Michael Ridpath
    Michael Ridpath is a British author best known for his crime and thriller novels, including financial thrillers and the Iceland-set Magnus crime series.
  • D. Charles Gunn
    Charles Gunn was an American silent film actor active in the 1910s.
  • E. Charles Gunn
    Charles Gunn is a street-smart vampire hunter who becomes a key ally and member of Angel Investigations in the television series "Angel."
  • 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_69e0b4bd4a0081908d4e97a590a33fb2 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6abe771e88190a48471bf83b4804d completed April 20, 2026, 10:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08c583fb348190b5561a276f45bcf5 completed May 16, 2026, 7:29 p.m.
NEDg Description generation batch_6a08c6a2b42081909f1257ad57929c41 completed May 16, 2026, 7:33 p.m.
NED2 Entity disambiguation (via description) batch_6a08c7199bfc8190987839b3c1a4293e completed May 16, 2026, 7:35 p.m.
Created at: April 16, 2026, 11:42 a.m.