Triple

T142004
Position Surface form Disambiguated ID Type / Status
Subject Margaret Thatcher E2873 entity
Predicate positionHeld P8 FINISHED
Object Secretary of State for Education and Science
The Secretary of State for Education and Science was a senior UK government cabinet post responsible for overseeing national policy on schools, universities, and scientific research.
E16695 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: Secretary of State for Education and Science | Statement: [Margaret Thatcher, positionHeld, Secretary of State for Education and Science]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Secretary of State for Education and Science
Context triple: [Margaret Thatcher, positionHeld, Secretary of State for Education and Science]
  • A. State Secretary for Education, Culture and Science
    The State Secretary for Education, Culture and Science is a Dutch junior ministerial post responsible for specific portfolios within the national education, cultural, and scientific policy domains.
  • B. Department for Education
    The Department for Education is the UK government ministry responsible for children’s services and education, including schools, colleges, and universities in England.
  • C. United States Secretary of Education
    The United States Secretary of Education is the head of the U.S. Department of Education, serving as the president’s chief advisor on federal education policy and administration.
  • D. Secretary of State for Defence
    The Secretary of State for Defence is the UK government minister responsible for overseeing the country's armed forces and defence policy.
  • E. First Lord of the Treasury
    The First Lord of the Treasury is a senior British government office that has historically evolved into and is now typically held by the Prime Minister of the United Kingdom.
  • 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: Secretary of State for Education and Science
Triple: [Margaret Thatcher, positionHeld, Secretary of State for Education and Science]
Generated description
The Secretary of State for Education and Science was a senior UK government cabinet post responsible for overseeing national policy on schools, universities, and scientific research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Secretary of State for Education and Science
Target entity description: The Secretary of State for Education and Science was a senior UK government cabinet post responsible for overseeing national policy on schools, universities, and scientific research.
  • A. State Secretary for Education, Culture and Science
    The State Secretary for Education, Culture and Science is a Dutch junior ministerial post responsible for specific portfolios within the national education, cultural, and scientific policy domains.
  • B. Department for Education
    The Department for Education is the UK government ministry responsible for children’s services and education, including schools, colleges, and universities in England.
  • C. United States Secretary of Education
    The United States Secretary of Education is the head of the U.S. Department of Education, serving as the president’s chief advisor on federal education policy and administration.
  • D. Secretary of State for Defence
    The Secretary of State for Defence is the UK government minister responsible for overseeing the country's armed forces and defence policy.
  • E. First Lord of the Treasury
    The First Lord of the Treasury is a senior British government office that has historically evolved into and is now typically held by the Prime Minister of the United Kingdom.
  • 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_69a2521e35c08190b28e5c9f1e3c9b59 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a257c9cab8819095e8d9fa32c1fbc6 completed Feb. 28, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2b85fe4d481909e39b745857b62e7 completed Feb. 28, 2026, 9:41 a.m.
NEDg Description generation batch_69a2b8fccfe081909f9b3d4c5f900a1c completed Feb. 28, 2026, 9:44 a.m.
NED2 Entity disambiguation (via description) batch_69a2b983d1d081909a850747695b8e0c completed Feb. 28, 2026, 9:46 a.m.
Created at: Feb. 28, 2026, 2:31 a.m.