Triple

T2087252
Position Surface form Disambiguated ID Type / Status
Subject Ed Miliband E45380 entity
Predicate familyName P18 FINISHED
Object Miliband
Miliband is a British political family name most prominently associated with Ed Miliband, former leader of the UK Labour Party, and his brother David, a former Foreign Secretary.
 E45380 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: [Ed Miliband, familyName, Miliband]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Miliband
Context triple: [Ed Miliband, familyName, Miliband]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. John Reid
    John Reid is a common name shared by several notable individuals, including politicians, athletes, and artists across English-speaking countries.
  • E. Lord Mandelson
    Lord Mandelson is a British Labour politician and life peer who served in several senior government roles, including Business Secretary, and was a key architect of the New Labour project under Tony Blair and Gordon Brown.
  • 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: [Ed Miliband, familyName, Miliband]
Generated description
Miliband is a British political family name most prominently associated with Ed Miliband, former leader of the UK Labour Party, and his brother David, a former Foreign Secretary.
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 Ed Miliband, former leader of the UK Labour Party, and his brother David, a former Foreign Secretary.
  • A. Ed Miliband chosen
    Ed Miliband is a British Labour politician who served as Leader of the Labour Party and Leader of the Opposition from 2010 to 2015.
  • B. 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.
  • C. 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.
  • D. John Reid
    John Reid is a common name shared by several notable individuals, including politicians, athletes, and artists across English-speaking countries.
  • E. Lord Mandelson
    Lord Mandelson is a British Labour politician and life peer who served in several senior government roles, including Business Secretary, and was a key architect of the New Labour project under Tony Blair and Gordon Brown.
  • F. None of above.

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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba5641208190b925676b8d80f300 completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae3058a7b48190879edde4d97ca102 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae30e0411c81908cd19bf8d3525056 completed March 9, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69ae31871d408190a4ae64372660fa79 completed March 9, 2026, 2:33 a.m.
Created at: March 4, 2026, 7:41 p.m.