Triple

T8121203
Position Surface form Disambiguated ID Type / Status
Subject Keir Hardie E189611 entity
Predicate fullName P16 FINISHED
Object James Keir Hardie
James Keir Hardie was a Scottish trade unionist and politician who became the founding leader of the British Labour Party and a pioneering advocate for workers’ rights and social justice.
 E713599 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 Keir Hardie | Statement: [Keir Hardie, fullName, James Keir Hardie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Keir Hardie
Context triple: [Keir Hardie, fullName, James Keir Hardie]
  • A. Robert Sturgeon
    Robert Sturgeon is a relatively obscure individual whose name is notably associated with the surname Sturgeon.
  • B. Thomas Fairbairn
    Thomas Fairbairn was a prominent 19th-century British industrialist and art patron known for his leading role in organizing major art exhibitions in Manchester.
  • C. Walter Watt
    Walter Watt is an American local government official serving as the mayor of Muskegon Heights, Michigan.
  • D. Edward Thomson
    Edward Thomson was the son of American politician John R. Thomson and a member of the prominent Thomson family of New Jersey.
  • E. John Ballantyne
    John Ballantyne is the amnesiac patient and central male protagonist in Alfred Hitchcock’s 1945 psychological thriller "Spellbound."
  • 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 Keir Hardie
Triple: [Keir Hardie, fullName, James Keir Hardie]
Generated description
James Keir Hardie was a Scottish trade unionist and politician who became the founding leader of the British Labour Party and a pioneering advocate for workers’ rights and social justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Keir Hardie
Target entity description: James Keir Hardie was a Scottish trade unionist and politician who became the founding leader of the British Labour Party and a pioneering advocate for workers’ rights and social justice.
  • A. Robert Sturgeon
    Robert Sturgeon is a relatively obscure individual whose name is notably associated with the surname Sturgeon.
  • B. Thomas Fairbairn
    Thomas Fairbairn was a prominent 19th-century British industrialist and art patron known for his leading role in organizing major art exhibitions in Manchester.
  • C. Walter Watt
    Walter Watt is an American local government official serving as the mayor of Muskegon Heights, Michigan.
  • D. Edward Thomson
    Edward Thomson was the son of American politician John R. Thomson and a member of the prominent Thomson family of New Jersey.
  • E. John Ballantyne
    John Ballantyne is the amnesiac patient and central male protagonist in Alfred Hitchcock’s 1945 psychological thriller "Spellbound."
  • 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_69ca82bb74848190afb1f18640632c10 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb435b72888190ad6330b375ed1eff completed March 31, 2026, 3:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc9454ccb48190b0f894bed5da8a01 completed April 1, 2026, 3:43 a.m.
NEDg Description generation batch_69cc9605b8248190a621ea934c58913d completed April 1, 2026, 3:50 a.m.
NED2 Entity disambiguation (via description) batch_69cc96fa03d881909a1eeed6af9a3149 completed April 1, 2026, 3:54 a.m.
Created at: March 30, 2026, 5:33 p.m.