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.