Triple

T10177219
Position Surface form Disambiguated ID Type / Status
Subject David Miliband E235884 entity
Predicate familyName P18 FINISHED
Object Miliband
Miliband is a British political family name most prominently associated with brothers David and Ed Miliband, both senior figures in the UK Labour Party.
 E846409 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: Miliband | Statement: [David Miliband, familyName, Miliband]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Miliband
Context triple: [David Miliband, familyName, Miliband]
  • A. David Miliband
    David Miliband is a British Labour politician and former Foreign Secretary who later became president and CEO of the International Rescue Committee.
  • B. Ed Miliband
    Ed Miliband is a British Labour politician who served as Leader of the Labour Party and Leader of the Opposition from 2010 to 2015.
  • C. Jeremy Corbyn
    Jeremy Corbyn is a British politician and long-time Labour MP who led the UK Labour Party from 2015 to 2020, representing its left-wing, socialist wing.
  • D. Victoria Starmer
    Victoria Starmer is a British solicitor and the wife of UK Labour Party leader and Prime Minister Keir Starmer, known for maintaining a low public profile despite her husband's prominent political role.
  • E. John Reid
    John Reid is a common name shared by several notable individuals, including politicians, athletes, and artists across English-speaking countries.
  • 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: Miliband
Triple: [David Miliband, familyName, Miliband]
Generated description
Miliband is a British political family name most prominently associated with brothers David and Ed Miliband, both senior figures in the UK Labour Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Miliband
Target entity description: Miliband is a British political family name most prominently associated with brothers David and Ed Miliband, both senior figures in the UK Labour Party.
  • A. David Miliband
    David Miliband is a British Labour politician and former Foreign Secretary who later became president and CEO of the International Rescue Committee.
  • B. Ed Miliband
    Ed Miliband is a British Labour politician who served as Leader of the Labour Party and Leader of the Opposition from 2010 to 2015.
  • C. Jeremy Corbyn
    Jeremy Corbyn is a British politician and long-time Labour MP who led the UK Labour Party from 2015 to 2020, representing its left-wing, socialist wing.
  • D. Victoria Starmer
    Victoria Starmer is a British solicitor and the wife of UK Labour Party leader and Prime Minister Keir Starmer, known for maintaining a low public profile despite her husband's prominent political role.
  • E. John Reid
    John Reid is a common name shared by several notable individuals, including politicians, athletes, and artists across English-speaking countries.
  • 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_69d31792490c819088c89444f75cdbc9 completed April 6, 2026, 2:16 a.m.
NEDg Description generation batch_69d31877825c8190a6f66a4485a259c4 completed April 6, 2026, 2:20 a.m.
NED2 Entity disambiguation (via description) batch_69d318d280f48190be1532588963b674 completed April 6, 2026, 2:22 a.m.
Created at: March 30, 2026, 9:11 p.m.