Triple

T39676
Position Surface form Disambiguated ID Type / Status
Subject Leader of the Opposition (UK) E785 entity
Predicate hasAssociatedParty P629 FINISHED
Object Official Opposition (United Kingdom)
The Official Opposition (United Kingdom) is the largest political party in the House of Commons not in government, tasked with scrutinising and challenging the policies and actions of the ruling administration.
E5287 NE FINISHED

How this triple was built (5 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: Official Opposition (United Kingdom) | Statement: [Leader of the Opposition (UK), hasAssociatedParty, Official Opposition (United Kingdom)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Official Opposition (United Kingdom)
Context triple: [Leader of the Opposition (UK), hasAssociatedParty, Official Opposition (United Kingdom)]
  • A. Leader of the Opposition (UK)
    The Leader of the Opposition (UK) is the head of the largest political party in the House of Commons that is not in government, responsible for scrutinizing and challenging the policies and actions of the Prime Minister and the ruling party.
  • B. Liberal Party (UK)
    The Liberal Party (UK) was a major British political party that dominated late 19th- and early 20th-century politics, championing free trade, civil liberties, and social reform before being eclipsed by the Labour Party.
  • C. Leader of the Opposition (Portugal)
    The Leader of the Opposition in Portugal is the unofficial title given to the head of the largest parliamentary party not in government, who serves as the main political challenger to the sitting prime minister.
  • D. Conservative Party (UK)
    The Conservative Party (UK) is a major centre-right political party in the United Kingdom that has produced numerous prime ministers and traditionally advocates free-market economics, a strong national defense, and gradual social reform.
  • E. House of Commons of the United Kingdom
    The House of Commons of the United Kingdom is the lower house of the UK Parliament, composed of elected Members of Parliament who debate and pass legislation and scrutinize the government.
  • 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: Official Opposition (United Kingdom)
Triple: [Leader of the Opposition (UK), hasAssociatedParty, Official Opposition (United Kingdom)]
Generated description
The Official Opposition (United Kingdom) is the largest political party in the House of Commons not in government, tasked with scrutinising and challenging the policies and actions of the ruling administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Official Opposition (United Kingdom)
Target entity description: The Official Opposition (United Kingdom) is the largest political party in the House of Commons not in government, tasked with scrutinising and challenging the policies and actions of the ruling administration.
  • A. Leader of the Opposition (UK)
    The Leader of the Opposition (UK) is the head of the largest political party in the House of Commons that is not in government, responsible for scrutinizing and challenging the policies and actions of the Prime Minister and the ruling party.
  • B. Liberal Party (UK)
    The Liberal Party (UK) was a major British political party that dominated late 19th- and early 20th-century politics, championing free trade, civil liberties, and social reform before being eclipsed by the Labour Party.
  • C. Leader of the Opposition (Portugal)
    The Leader of the Opposition in Portugal is the unofficial title given to the head of the largest parliamentary party not in government, who serves as the main political challenger to the sitting prime minister.
  • D. Conservative Party (UK)
    The Conservative Party (UK) is a major centre-right political party in the United Kingdom that has produced numerous prime ministers and traditionally advocates free-market economics, a strong national defense, and gradual social reform.
  • E. House of Commons of the United Kingdom
    The House of Commons of the United Kingdom is the lower house of the UK Parliament, composed of elected Members of Parliament who debate and pass legislation and scrutinize the government.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasAssociatedParty
Context triple: [Leader of the Opposition (UK), hasAssociatedParty, Official Opposition (United Kingdom)]
  • A. hasPartner
    Indicates that one entity is in a partner relationship (such as romantic, life, or business partnership) with another entity.
  • B. hasStakeholder
    Indicates that an entity is a stakeholder of another entity, typically having an interest, involvement, or influence in its activities or outcomes.
  • C. hasPart
    Indicates that one entity is a component, segment, or constituent part of another entity.
  • D. organizationAssociatedWith chosen
    Indicates that there is a formal or recognized connection or affiliation between an organization and another entity.
  • E. negotiatingParty
    Indicates that an entity is actively involved as a participant in a negotiation process with another entity.
  • F. None of above.

Provenance (6 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_69a247a8f6c08190bac804906d62ed5a completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a24b80f4a8819090d2bffe29824b90 completed Feb. 28, 2026, 1:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69a255338b6c8190bb31101691ce689a completed Feb. 28, 2026, 2:38 a.m.
NEDg Description generation batch_69a255ee9c1c8190a9d1db89af34fbaf completed Feb. 28, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69a256a35c3081908aa5522c734bd54d completed Feb. 28, 2026, 2:44 a.m.
PD Predicate disambiguation batch_69a24ab74c548190a54872e15c8394c3 completed Feb. 28, 2026, 1:53 a.m.
Created at: Feb. 28, 2026, 1:46 a.m.