Triple

T1300719
Position Surface form Disambiguated ID Type / Status
Subject David Lloyd George E27756 entity
Predicate spouse P13 FINISHED
Object Frances Stevenson
Frances Stevenson was a British teacher and political secretary best known as the long-time mistress and later wife of Prime Minister David Lloyd George.
E158067 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: Frances Stevenson | Statement: [David Lloyd George, spouse, Frances Stevenson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frances Stevenson
Context triple: [David Lloyd George, spouse, Frances Stevenson]
  • A. Frances Nisbet
    Frances Nisbet was the wife of British naval hero Admiral Horatio Nelson, known for their troubled marriage that ended in separation as Nelson’s fame and relationship with Emma Hamilton grew.
  • B. Flora Hewlett
    Flora Hewlett was a philanthropist whose legacy is honored through the naming of the William and Flora Hewlett Foundation, a major charitable organization.
  • C. Anne Blunt
    Anne Blunt was a British aristocrat, traveler, and co-founder of the Crabbet Arabian Stud, renowned for her role in preserving and promoting Arabian horses in the West.
  • D. Marianne Stanley
    Marianne Stanley is an American basketball coach and former player best known for her long career in women’s college and professional basketball, including a stint as a WNBA head coach.
  • E. Muriel Whiting
    Muriel Whiting was the wife of British Royal Air Force commander Hugh Dowding, 1st Baron Dowding, noted for his leadership during the Battle of Britain.
  • 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: Frances Stevenson
Triple: [David Lloyd George, spouse, Frances Stevenson]
Generated description
Frances Stevenson was a British teacher and political secretary best known as the long-time mistress and later wife of Prime Minister David Lloyd George.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frances Stevenson
Target entity description: Frances Stevenson was a British teacher and political secretary best known as the long-time mistress and later wife of Prime Minister David Lloyd George.
  • A. Frances Nisbet
    Frances Nisbet was the wife of British naval hero Admiral Horatio Nelson, known for their troubled marriage that ended in separation as Nelson’s fame and relationship with Emma Hamilton grew.
  • B. Flora Hewlett
    Flora Hewlett was a philanthropist whose legacy is honored through the naming of the William and Flora Hewlett Foundation, a major charitable organization.
  • C. Anne Blunt
    Anne Blunt was a British aristocrat, traveler, and co-founder of the Crabbet Arabian Stud, renowned for her role in preserving and promoting Arabian horses in the West.
  • D. Marianne Stanley
    Marianne Stanley is an American basketball coach and former player best known for her long career in women’s college and professional basketball, including a stint as a WNBA head coach.
  • E. Muriel Whiting
    Muriel Whiting was the wife of British Royal Air Force commander Hugh Dowding, 1st Baron Dowding, noted for his leadership during the Battle of Britain.
  • 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_69a496d6682881909ba658f1c1e0e2b0 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c1145c2481908adf22dfd6ce349b completed March 1, 2026, 10:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd4729af08190a6de5388dab69fee completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd4efb73881908dda4973befc6aa5 completed March 8, 2026, 1:46 a.m.
NED2 Entity disambiguation (via description) batch_69acd56ef0b081909df2efee97a4197c completed March 8, 2026, 1:48 a.m.
Created at: March 1, 2026, 7:51 p.m.