Triple

T20628858
Position Surface form Disambiguated ID Type / Status
Subject Weir E506895 entity
Predicate hasNotableBearer P458 FINISHED
Object James Weir
James Weir is a name shared by several notable individuals, including professional athletes and public figures distinguished in their respective fields.
E1446669 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: James Weir | Statement: [Weir, hasNotableBearer, James Weir]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Weir
Context triple: [Weir, hasNotableBearer, James Weir]
  • A. William Weir
    William Weir is a name shared by several notable figures, including politicians, engineers, and public servants from the United Kingdom.
  • B. George Weir
    George Weir is a Scottish former professional footballer and manager best known for his time as a defender with Rangers and the Scotland national team.
  • C. Joseph Malloch
    Joseph Malloch is a music producer best known for his work on the 1998 psychological horror film "Unsane."
  • D. Ian Weir
    Ian Weir is a Canadian novelist, screenwriter, and playwright known for works such as the novel "Daniel O’Thunder" and for writing and producing television dramas.
  • E. James Annan
    James Annan is a British climate scientist and expert in climate modeling and risk analysis, known for his work on climate sensitivity and probabilistic climate projections.
  • 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: James Weir
Triple: [Weir, hasNotableBearer, James Weir]
Generated description
James Weir is a name shared by several notable individuals, including professional athletes and public figures distinguished in their respective fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Weir
Target entity description: James Weir is a name shared by several notable individuals, including professional athletes and public figures distinguished in their respective fields.
  • A. William Weir
    William Weir is a name shared by several notable figures, including politicians, engineers, and public servants from the United Kingdom.
  • B. George Weir
    George Weir is a Scottish former professional footballer and manager best known for his time as a defender with Rangers and the Scotland national team.
  • C. Joseph Malloch
    Joseph Malloch is a music producer best known for his work on the 1998 psychological horror film "Unsane."
  • D. Ian Weir
    Ian Weir is a Canadian novelist, screenwriter, and playwright known for works such as the novel "Daniel O’Thunder" and for writing and producing television dramas.
  • E. James Annan
    James Annan is a British climate scientist and expert in climate modeling and risk analysis, known for his work on climate sensitivity and probabilistic climate projections.
  • 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_6a08e03ece3c819082903861a63e21a7 completed May 16, 2026, 9:23 p.m.
NEDg Description generation batch_6a08e0e44be8819081e3ee727887802e completed May 16, 2026, 9:25 p.m.
NED2 Entity disambiguation (via description) batch_6a08e18faf24819092098e3b74a418e1 completed May 16, 2026, 9:28 p.m.
Created at: April 16, 2026, 11:42 a.m.