Triple

T8861690
Position Surface form Disambiguated ID Type / Status
Subject Lady Arabella Spencer-Churchill E210902 entity
Predicate spouse P13 FINISHED
Object Huw Weldon
Huw Weldon was a prominent British television producer and executive, best known for his influential work at the BBC, including serving as Managing Director of BBC Television.
 E778563 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: Huw Weldon | Statement: [Lady Arabella Spencer-Churchill, spouse, Huw Weldon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Huw Weldon
Context triple: [Lady Arabella Spencer-Churchill, spouse, Huw Weldon]
  • A. Huw Bennett
    Huw Bennett is a Welsh former international rugby union player who played as a hooker, most notably for the Ospreys and the Wales national team.
  • B. Huw Warren
    Huw Warren is a Welsh jazz pianist and composer known for his innovative blend of jazz, folk, and contemporary classical music.
  • C. Huw Bunford
    Huw Bunford is a Welsh musician best known as the guitarist for the psychedelic rock band Super Furry Animals.
  • D. Dafydd Wigley
    Dafydd Wigley is a Welsh politician and former leader of Plaid Cymru who served as a Member of Parliament and later as a member of the House of Lords, known for his advocacy of Welsh devolution and social justice.
  • E. Huw Jones
    Huw Jones is a Welsh rugby union player and centre who has represented Scotland at international level.
  • 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: Huw Weldon
Triple: [Lady Arabella Spencer-Churchill, spouse, Huw Weldon]
Generated description
Huw Weldon was a prominent British television producer and executive, best known for his influential work at the BBC, including serving as Managing Director of BBC Television.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Huw Weldon
Target entity description: Huw Weldon was a prominent British television producer and executive, best known for his influential work at the BBC, including serving as Managing Director of BBC Television.
  • A. Huw Bennett
    Huw Bennett is a Welsh former international rugby union player who played as a hooker, most notably for the Ospreys and the Wales national team.
  • B. Huw Warren
    Huw Warren is a Welsh jazz pianist and composer known for his innovative blend of jazz, folk, and contemporary classical music.
  • C. Huw Bunford
    Huw Bunford is a Welsh musician best known as the guitarist for the psychedelic rock band Super Furry Animals.
  • D. Dafydd Wigley
    Dafydd Wigley is a Welsh politician and former leader of Plaid Cymru who served as a Member of Parliament and later as a member of the House of Lords, known for his advocacy of Welsh devolution and social justice.
  • E. Huw Jones
    Huw Jones is a Welsh rugby union player and centre who has represented Scotland at international level.
  • 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_69ca838bbddc8190ab546d737e5d350f completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc60e860888190a8a8702377db949e completed April 1, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69d02f88db0881909975af03ed2f3d84 completed April 3, 2026, 9:22 p.m.
NEDg Description generation batch_69d03133ab2081909ea8d32bd7689dec completed April 3, 2026, 9:29 p.m.
NED2 Entity disambiguation (via description) batch_69d031db52d08190962c352014a99135 completed April 3, 2026, 9:32 p.m.
Created at: March 30, 2026, 6:50 p.m.