Triple

T10135736
Position Surface form Disambiguated ID Type / Status
Subject Parliamentary Labour Party E226849 entity
Predicate associatedWith P37 FINISHED
Object Labour Party frontbench
The Labour Party frontbench is the group of senior Labour MPs who serve as the party’s main spokespeople and leaders in Parliament, typically forming the Shadow Cabinet when in opposition.
E44471 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: Labour Party frontbench | Statement: [Parliamentary Labour Party, associatedWith, Labour Party frontbench]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Labour Party frontbench
Context triple: [Parliamentary Labour Party, associatedWith, Labour Party frontbench]
  • A. Labour Party National Executive Committee
    The Labour Party National Executive Committee is the governing body of the UK Labour Party, responsible for overseeing party administration, strategy, and policy development.
  • B. Labour Party in the House of Lords
    The Labour Party in the House of Lords is the grouping of Labour peers who represent the party’s interests and help scrutinize and revise legislation in the upper chamber of the UK Parliament.
  • C. Labour Leader
    Labour Leader was the principal newspaper of the British Independent Labour Party, serving as a key voice for socialist and labour politics in the late 19th and early 20th centuries.
  • D. Parliamentary Labour Party
    The Parliamentary Labour Party is the grouping of all Labour Party Members of Parliament in the UK House of Commons, responsible for coordinating the party’s legislative activity and leadership in Parliament.
  • E. Labour Party list
    The Labour Party list is a proportional representation mechanism in New Zealand’s mixed-member electoral system through which the Labour Party’s candidates, including those not winning electorate seats, can enter Parliament.
  • 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: Labour Party frontbench
Triple: [Parliamentary Labour Party, associatedWith, Labour Party frontbench]
Generated description
The Labour Party frontbench is the group of senior Labour MPs who serve as the party’s main spokespeople and leaders in Parliament, typically forming the Shadow Cabinet when in opposition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Labour Party frontbench
Target entity description: The Labour Party frontbench is the group of senior Labour MPs who serve as the party’s main spokespeople and leaders in Parliament, typically forming the Shadow Cabinet when in opposition.
  • A. Labour Party National Executive Committee
    The Labour Party National Executive Committee is the governing body of the UK Labour Party, responsible for overseeing party administration, strategy, and policy development.
  • B. Labour Party in the House of Lords
    The Labour Party in the House of Lords is the grouping of Labour peers who represent the party’s interests and help scrutinize and revise legislation in the upper chamber of the UK Parliament.
  • C. Labour Leader
    Labour Leader was the principal newspaper of the British Independent Labour Party, serving as a key voice for socialist and labour politics in the late 19th and early 20th centuries.
  • D. Parliamentary Labour Party chosen
    The Parliamentary Labour Party is the grouping of all Labour Party Members of Parliament in the UK House of Commons, responsible for coordinating the party’s legislative activity and leadership in Parliament.
  • E. Labour Party list
    The Labour Party list is a proportional representation mechanism in New Zealand’s mixed-member electoral system through which the Labour Party’s candidates, including those not winning electorate seats, can enter Parliament.
  • 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_69ca8433ec308190b8b25a6fe359c34c completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cde87fae288190bb4f13e1ae90f50a completed April 2, 2026, 3:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e5e4664081908c1821006bd2f57f completed April 5, 2026, 10:44 p.m.
NEDg Description generation batch_69d2e73e4d5081909f0068d3bed583d3 completed April 5, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69d2e7eea4d88190a2ec6d22a83934b3 completed April 5, 2026, 10:53 p.m.
Created at: March 30, 2026, 9:06 p.m.