Triple

T639270
Position Surface form Disambiguated ID Type / Status
Subject Secretary of State for Education and Science E16695 entity
Predicate officeHeldBy P537 FINISHED
Object Shirley Williams
Shirley Williams was a prominent British politician and academic, known as a leading Labour and later Social Democratic Party figure and a key advocate for comprehensive education reform.
E79864 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: Shirley Williams | Statement: [Secretary of State for Education and Science, officeHeldBy, Shirley Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shirley Williams
Context triple: [Secretary of State for Education and Science, officeHeldBy, Shirley Williams]
  • A. Carol Thatcher
    Carol Thatcher is a British journalist, author, and media personality, best known as the daughter of former UK Prime Minister Margaret Thatcher.
  • B. Mary Robinson
    Mary Robinson is an Irish lawyer and politician who served as the first female President of Ireland and later as United Nations High Commissioner for Human Rights, renowned globally for her advocacy on human rights and social justice.
  • C. Violet Attlee
    Violet Attlee was a British social worker and public figure best known as the wife of Prime Minister Clement Attlee and for her quiet but influential support of his political career and social reform agenda.
  • D. Alice Acheson
    Alice Acheson was the mother of British applied mathematician and author David C. Acheson.
  • E. Judge Thatcher
    Judge Thatcher is a respected local magistrate in Mark Twain's novel "The Adventures of Tom Sawyer," known for overseeing legal matters and safeguarding Tom's interests.
  • 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: Shirley Williams
Triple: [Secretary of State for Education and Science, officeHeldBy, Shirley Williams]
Generated description
Shirley Williams was a prominent British politician and academic, known as a leading Labour and later Social Democratic Party figure and a key advocate for comprehensive education reform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shirley Williams
Target entity description: Shirley Williams was a prominent British politician and academic, known as a leading Labour and later Social Democratic Party figure and a key advocate for comprehensive education reform.
  • A. Carol Thatcher
    Carol Thatcher is a British journalist, author, and media personality, best known as the daughter of former UK Prime Minister Margaret Thatcher.
  • B. Mary Robinson
    Mary Robinson is an Irish lawyer and politician who served as the first female President of Ireland and later as United Nations High Commissioner for Human Rights, renowned globally for her advocacy on human rights and social justice.
  • C. Violet Attlee
    Violet Attlee was a British social worker and public figure best known as the wife of Prime Minister Clement Attlee and for her quiet but influential support of his political career and social reform agenda.
  • D. Alice Acheson
    Alice Acheson was the mother of British applied mathematician and author David C. Acheson.
  • E. Judge Thatcher
    Judge Thatcher is a respected local magistrate in Mark Twain's novel "The Adventures of Tom Sawyer," known for overseeing legal matters and safeguarding Tom's interests.
  • 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_69a4936be1c88190af56540324b57da7 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49f00260081909d1a679182e23d10 completed March 1, 2026, 8:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69a574076b30819090f086b42696bb35 completed March 2, 2026, 11:27 a.m.
NEDg Description generation batch_69a5748d5a4c8190b4f8fcbbae972b88 completed March 2, 2026, 11:29 a.m.
NED2 Entity disambiguation (via description) batch_69a574fb37348190b0979dad87e79e53 completed March 2, 2026, 11:31 a.m.
Created at: March 1, 2026, 7:35 p.m.