Triple

T334664
Position Surface form Disambiguated ID Type / Status
Subject Labour Party (UK) E6697 entity
Predicate notableLeader P304 FINISHED
Object 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.
 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: Ed Miliband | Statement: [Labour Party (UK), notableLeader, Ed Miliband]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ed Miliband
Context triple: [Labour Party (UK), notableLeader, Ed Miliband]
  • A. Andy Burnham
    Andy Burnham is a British Labour Party politician who serves as the Mayor of Greater Manchester and is known for his advocacy on regional devolution and social justice issues.
  • 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. Keir Starmer
    Keir Starmer is a British politician and former human rights lawyer who leads the Labour Party and serves as the United Kingdom’s Leader of the Opposition.
  • 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: Ed Miliband
Triple: [Labour Party (UK), notableLeader, Ed Miliband]
Generated description
Ed Miliband is a British Labour politician who served as Leader of the Labour Party and Leader of the Opposition from 2010 to 2015.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ed Miliband
Target entity description: Ed Miliband is a British Labour politician who served as Leader of the Labour Party and Leader of the Opposition from 2010 to 2015.
  • A. Andy Burnham
    Andy Burnham is a British Labour Party politician who serves as the Mayor of Greater Manchester and is known for his advocacy on regional devolution and social justice issues.
  • 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. Keir Starmer
    Keir Starmer is a British politician and former human rights lawyer who leads the Labour Party and serves as the United Kingdom’s Leader of the Opposition.
  • 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

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_69a2e79434908190a9d5afe415153ad9 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eac641708190b85fa21368e5de8e completed Feb. 28, 2026, 1:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e0139e108190b2978216a4bc0a3e completed March 1, 2026, 6:43 a.m.
NEDg Description generation batch_69a3e1120c1481908c55b2390f322c53 completed March 1, 2026, 6:47 a.m.
NED2 Entity disambiguation (via description) batch_69a3e1e50c548190b65e9e7ef76e1dcd completed March 1, 2026, 6:51 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.