Triple

T10177243
Position Surface form Disambiguated ID Type / Status
Subject David Miliband E235884 entity
Predicate spouse P13 FINISHED
Object Louise Shackelton
Louise Shackelton is a professional violinist and the wife of British politician David Miliband.
E844841 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: Louise Shackelton | Statement: [David Miliband, spouse, Louise Shackelton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louise Shackelton
Context triple: [David Miliband, spouse, Louise Shackelton]
  • A. Celia McCorquodale
    Celia McCorquodale is a British aristocrat and niece of Diana, Princess of Wales, known publicly through her connections to the Spencer family and the royal family.
  • B. Clelia Mountford
    Clelia Mountford is a television producer and executive known for her work on comedy projects, including serving as an executive producer on the animated series "HouseBroken."
  • C. Edith Alice Morrell
    Edith Alice Morrell was an English patient whose suspicious death in 1950 became central to the high-profile murder trial of Dr. John Bodkin Adams.
  • D. Emily Huskisson
    Emily Huskisson was the wife and later widow of British statesman William Huskisson, remembered for her role in preserving his legacy after his death in the early railway accident at the opening of the Liverpool and Manchester Railway.
  • E. Elizabeth Shaw Melville
    Elizabeth Shaw Melville was the wife of American novelist Herman Melville and the daughter of Massachusetts Chief Justice Lemuel Shaw, known for her extensive correspondence and role in preserving Melville’s literary legacy.
  • 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: Louise Shackelton
Triple: [David Miliband, spouse, Louise Shackelton]
Generated description
Louise Shackelton is a professional violinist and the wife of British politician David Miliband.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louise Shackelton
Target entity description: Louise Shackelton is a professional violinist and the wife of British politician David Miliband.
  • A. Celia McCorquodale
    Celia McCorquodale is a British aristocrat and niece of Diana, Princess of Wales, known publicly through her connections to the Spencer family and the royal family.
  • B. Clelia Mountford
    Clelia Mountford is a television producer and executive known for her work on comedy projects, including serving as an executive producer on the animated series "HouseBroken."
  • C. Edith Alice Morrell
    Edith Alice Morrell was an English patient whose suspicious death in 1950 became central to the high-profile murder trial of Dr. John Bodkin Adams.
  • D. Emily Huskisson
    Emily Huskisson was the wife and later widow of British statesman William Huskisson, remembered for her role in preserving his legacy after his death in the early railway accident at the opening of the Liverpool and Manchester Railway.
  • E. Elizabeth Shaw Melville
    Elizabeth Shaw Melville was the wife of American novelist Herman Melville and the daughter of Massachusetts Chief Justice Lemuel Shaw, known for her extensive correspondence and role in preserving Melville’s literary legacy.
  • 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_69ca84d1d5f88190ab878a1021ecff68 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdecd4e3188190aa5d9ee95595f4a7 completed April 2, 2026, 4:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d3012d11488190a410d389034da887 completed April 6, 2026, 12:41 a.m.
NEDg Description generation batch_69d30256ee40819098569b37eb27d3d1 completed April 6, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d302d248e08190b6b7bae9343b6f9a completed April 6, 2026, 12:48 a.m.
Created at: March 30, 2026, 9:11 p.m.