Triple

T8880174
Position Surface form Disambiguated ID Type / Status
Subject Nigel Havers E211388 entity
Predicate spouse P13 FINISHED
Object Georgiana Bronfman
Georgiana Bronfman is a British socialite and philanthropist, known for her connections to the wealthy Bronfman family and her later marriage to actor Nigel Havers.
E765308 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: Georgiana Bronfman | Statement: [Nigel Havers, spouse, Georgiana Bronfman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georgiana Bronfman
Context triple: [Nigel Havers, spouse, Georgiana Bronfman]
  • A. Natalie Koussevitzky
    Natalie Koussevitzky was the wife of renowned Russian-born conductor and double-bassist Serge Koussevitzky, associated with his musical and philanthropic activities.
  • B. Hephzibah Menuhin
    Hephzibah Menuhin was an acclaimed Australian-born concert pianist and humanitarian, noted for her distinguished international performing career and social activism.
  • C. Chaja Rubinstein
    Chaja Rubinstein, better known as Helena Rubinstein, was a pioneering Polish-American businesswoman who founded one of the world’s first global cosmetics empires.
  • D. Nina Gabrilowitsch
    Nina Gabrilowitsch was the only grandchild of famed American writer Mark Twain, known primarily for her familial connection to the Clemens family.
  • E. Emma Georgina Rothschild
    Emma Georgina Rothschild is a British economic historian and professor known for her work on the history of economic thought, political economy, and Enlightenment-era ideas.
  • 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: Georgiana Bronfman
Triple: [Nigel Havers, spouse, Georgiana Bronfman]
Generated description
Georgiana Bronfman is a British socialite and philanthropist, known for her connections to the wealthy Bronfman family and her later marriage to actor Nigel Havers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georgiana Bronfman
Target entity description: Georgiana Bronfman is a British socialite and philanthropist, known for her connections to the wealthy Bronfman family and her later marriage to actor Nigel Havers.
  • A. Natalie Koussevitzky
    Natalie Koussevitzky was the wife of renowned Russian-born conductor and double-bassist Serge Koussevitzky, associated with his musical and philanthropic activities.
  • B. Hephzibah Menuhin
    Hephzibah Menuhin was an acclaimed Australian-born concert pianist and humanitarian, noted for her distinguished international performing career and social activism.
  • C. Chaja Rubinstein
    Chaja Rubinstein, better known as Helena Rubinstein, was a pioneering Polish-American businesswoman who founded one of the world’s first global cosmetics empires.
  • D. Nina Gabrilowitsch
    Nina Gabrilowitsch was the only grandchild of famed American writer Mark Twain, known primarily for her familial connection to the Clemens family.
  • E. Emma Georgina Rothschild
    Emma Georgina Rothschild is a British economic historian and professor known for her work on the history of economic thought, political economy, and Enlightenment-era ideas.
  • 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_69ca838f9e20819096ab1f236a70381a completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc61677c9c8190aa09dc2a05d4cf95 completed April 1, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfabc1992481909e8a4216086d5111 completed April 3, 2026, noon
NEDg Description generation batch_69cfadbfa4888190931c76599631366a completed April 3, 2026, 12:08 p.m.
NED2 Entity disambiguation (via description) batch_69cfae3a88dc81908419c44bc83b188a completed April 3, 2026, 12:10 p.m.
Created at: March 30, 2026, 6:52 p.m.