Triple

T4408767
Position Surface form Disambiguated ID Type / Status
Subject Secretary of State for Trade and Industry E94798 entity
Predicate officeHoldersInclude P537 FINISHED
Object Margaret Beckett
Margaret Beckett is a British Labour politician who has held several senior government positions, including serving as the United Kingdom's first female Foreign Secretary.
 E442913 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: Margaret Beckett | Statement: [Secretary of State for Trade and Industry, officeHoldersInclude, Margaret Beckett]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Margaret Beckett
Context triple: [Secretary of State for Trade and Industry, officeHoldersInclude, Margaret Beckett]
  • A. Leon Brittan
    Leon Brittan was a British Conservative politician who held several senior government posts, including Home Secretary and European Commissioner, during the late 20th century.
  • B. Francis Maude
    Francis Maude is a British Conservative politician known for serving in several senior government roles, including as a Cabinet Office minister responsible for civil service and public sector reforms.
  • C. Patricia Hewitt
    Patricia Hewitt is a British Labour politician who served in senior ministerial roles under Tony Blair, including as a Cabinet member responsible for trade, industry, and health policy.
  • D. Clare Short
    Clare Short is a British politician and former Labour MP who served as Secretary of State for International Development, known for her outspoken views on poverty, international aid, and the Iraq War.
  • E. Esther McVey
    Esther McVey is a British Conservative Party politician and former television presenter who has served in several ministerial roles, including as Secretary of State for Work and Pensions.
  • 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: Margaret Beckett
Triple: [Secretary of State for Trade and Industry, officeHoldersInclude, Margaret Beckett]
Generated description
Margaret Beckett is a British Labour politician who has held several senior government positions, including serving as the United Kingdom's first female Foreign Secretary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Margaret Beckett
Target entity description: Margaret Beckett is a British Labour politician who has held several senior government positions, including serving as the United Kingdom's first female Foreign Secretary.
  • A. Leon Brittan
    Leon Brittan was a British Conservative politician who held several senior government posts, including Home Secretary and European Commissioner, during the late 20th century.
  • B. Francis Maude
    Francis Maude is a British Conservative politician known for serving in several senior government roles, including as a Cabinet Office minister responsible for civil service and public sector reforms.
  • C. Patricia Hewitt
    Patricia Hewitt is a British Labour politician who served in senior ministerial roles under Tony Blair, including as a Cabinet member responsible for trade, industry, and health policy.
  • D. Clare Short
    Clare Short is a British politician and former Labour MP who served as Secretary of State for International Development, known for her outspoken views on poverty, international aid, and the Iraq War.
  • E. Esther McVey
    Esther McVey is a British Conservative Party politician and former television presenter who has served in several ministerial roles, including as Secretary of State for Work and Pensions.
  • 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_69b34539638c8190abfea3eb29425210 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3548cb92881908a3f98466da8e0a2 completed March 13, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69b627eb49308190a6830cbc52ad45cf completed March 15, 2026, 3:30 a.m.
NEDg Description generation batch_69b628fe10908190978dd0361628f54f completed March 15, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_69b629ab52c881909f7fbef6f77b5bc4 completed March 15, 2026, 3:38 a.m.
Created at: March 12, 2026, 11:28 p.m.