Triple

T12628432
Position Surface form Disambiguated ID Type / Status
Subject Second Labour Government (1929–1931) E301576 entity
Predicate ministerOfLabour P1901 FINISHED
Object Margaret Bondfield
Margaret Bondfield was a pioneering British Labour politician and trade unionist who became the first woman to serve in the British Cabinet.
E998790 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 Bondfield | Statement: [Second Labour Government (1929–1931), ministerOfLabour, Margaret Bondfield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Bondfield
Context triple: [Second Labour Government (1929–1931), ministerOfLabour, Margaret Bondfield]
  • A. Esther Milnes
    Esther Milnes was the wife of English writer and abolitionist Thomas Day, known for her connection to his literary and social reform circles in the 18th century.
  • B. Dora Gaitskell, Baroness Gaitskell
    Dora Gaitskell, Baroness Gaitskell was a British Labour politician and life peer who played a prominent role in public life alongside her husband, party leader Hugh Gaitskell.
  • C. Barbara Castle
    Barbara Castle was a prominent British Labour Party politician and reforming cabinet minister, noted for her influential roles in social policy and transport in the mid-20th century.
  • D. Margot Asquith
    Margot Asquith was a British socialite, author, and political hostess, best known as the outspoken wife of Prime Minister H. H. Asquith and a prominent figure in early 20th-century London society.
  • E. Louise Mensch
    Louise Mensch is a British former Conservative MP, author, and political commentator known for her outspoken views and later work as a U.S.-based media figure.
  • 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 Bondfield
Triple: [Second Labour Government (1929–1931), ministerOfLabour, Margaret Bondfield]
Generated description
Margaret Bondfield was a pioneering British Labour politician and trade unionist who became the first woman to serve in the British Cabinet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Bondfield
Target entity description: Margaret Bondfield was a pioneering British Labour politician and trade unionist who became the first woman to serve in the British Cabinet.
  • A. Esther Milnes
    Esther Milnes was the wife of English writer and abolitionist Thomas Day, known for her connection to his literary and social reform circles in the 18th century.
  • B. Dora Gaitskell, Baroness Gaitskell
    Dora Gaitskell, Baroness Gaitskell was a British Labour politician and life peer who played a prominent role in public life alongside her husband, party leader Hugh Gaitskell.
  • C. Barbara Castle
    Barbara Castle was a prominent British Labour Party politician and reforming cabinet minister, noted for her influential roles in social policy and transport in the mid-20th century.
  • D. Margot Asquith
    Margot Asquith was a British socialite, author, and political hostess, best known as the outspoken wife of Prime Minister H. H. Asquith and a prominent figure in early 20th-century London society.
  • E. Louise Mensch
    Louise Mensch is a British former Conservative MP, author, and political commentator known for her outspoken views and later work as a U.S.-based media figure.
  • 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_69d7bdeaf49c8190b13800111fa77ea3 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9610ce9e48190a496824002c0d2be completed April 10, 2026, 8:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6719676d48190bcc9d7ccbde2605e completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6749c2ddc8190945270e6e5b210dd completed May 2, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69f675c42fec8190b60751c0db88f3b6 completed May 2, 2026, 10:08 p.m.
Created at: April 9, 2026, 5:15 p.m.