Triple

T8373419
Position Surface form Disambiguated ID Type / Status
Subject John Stonehouse E197513 entity
Predicate spouse P13 FINISHED
Object Sheila Buckley
Sheila Buckley is best known as the former secretary and later wife of British Labour MP John Stonehouse, who gained notoriety for faking his own death in the 1970s.
 E748233 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: Sheila Buckley | Statement: [John Stonehouse, spouse, Sheila Buckley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sheila Buckley
Context triple: [John Stonehouse, spouse, Sheila Buckley]
  • A. Diane Buckley
    Diane Buckley is the central character of the sitcom "Trophy Wife," a former party girl adjusting to life as the third wife in a complicated blended family.
  • B. Gail Buckley
    Gail Buckley is an American author and historian known for her works on African American history and her family’s legacy, including being the daughter of singer and civil rights activist Lena Horne.
  • C. Joanne Catherall
    Joanne Catherall is an English singer best known as one of the longtime vocalists of the pioneering synth-pop band The Human League.
  • D. Shirley Buckley
    Shirley Buckley is a notable individual associated with the Buckley surname, recognized as a distinguished bearer of that family name.
  • E. Eileen Paisley
    Eileen Paisley is a Northern Irish politician and life peer who served as a Democratic Unionist Party representative and is known as the wife of DUP founder and former First Minister Ian Paisley.
  • 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: Sheila Buckley
Triple: [John Stonehouse, spouse, Sheila Buckley]
Generated description
Sheila Buckley is best known as the former secretary and later wife of British Labour MP John Stonehouse, who gained notoriety for faking his own death in the 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sheila Buckley
Target entity description: Sheila Buckley is best known as the former secretary and later wife of British Labour MP John Stonehouse, who gained notoriety for faking his own death in the 1970s.
  • A. Diane Buckley
    Diane Buckley is the central character of the sitcom "Trophy Wife," a former party girl adjusting to life as the third wife in a complicated blended family.
  • B. Gail Buckley
    Gail Buckley is an American author and historian known for her works on African American history and her family’s legacy, including being the daughter of singer and civil rights activist Lena Horne.
  • C. Joanne Catherall
    Joanne Catherall is an English singer best known as one of the longtime vocalists of the pioneering synth-pop band The Human League.
  • D. Shirley Buckley
    Shirley Buckley is a notable individual associated with the Buckley surname, recognized as a distinguished bearer of that family name.
  • E. Eileen Paisley
    Eileen Paisley is a Northern Irish politician and life peer who served as a Democratic Unionist Party representative and is known as the wife of DUP founder and former First Minister Ian Paisley.
  • 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_69ca82f56730819080cec5d991c76f4c completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb80a7cab881909d8cca66a340dceb completed March 31, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cecc2b3890819091f8947ebf31bad0 completed April 2, 2026, 8:06 p.m.
NEDg Description generation batch_69cece14193081909e7b36f5b5b7da40 completed April 2, 2026, 8:14 p.m.
NED2 Entity disambiguation (via description) batch_69cecee1db28819095f704b96b8c6d2a completed April 2, 2026, 8:17 p.m.
Created at: March 30, 2026, 6:01 p.m.