Triple
T2999902
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Henri Bergson |
E81159
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Louise Neuberger
Louise Neuberger was the wife of French philosopher and Nobel laureate Henri Bergson, known primarily through her association with his personal and intellectual life.
|
E369463
|
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: Louise Neuberger | Statement: [Henri Bergson, spouse, Louise Neuberger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louise Neuberger Context triple: [Henri Bergson, spouse, Louise Neuberger]
-
A.
Lesley Laird
Lesley Laird is a Scottish Labour politician who served as a Member of Parliament and has been involved in UK and Scottish politics, including holding frontbench roles in the Labour Party.
-
B.
Louise Richardson
Louise Richardson is an Irish political scientist and academic leader known for her scholarship on terrorism and for serving as vice-chancellor of the University of Oxford and principal of the University of St Andrews.
-
C.
Jennifer Mordaunt
Jennifer Mordaunt is a relative of British Conservative politician Penny Mordaunt.
-
D.
Eileen Sherwood
Eileen Sherwood is a central character in the musical "Wonderful Town," portrayed as a charming, aspiring actress who moves to New York City with her sister to pursue her dreams.
-
E.
Suzanne Mulkern
Suzanne Mulkern is known for being the first wife of Apple co-founder Steve Wozniak.
- 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: Louise Neuberger Triple: [Henri Bergson, spouse, Louise Neuberger]
Generated description
Louise Neuberger was the wife of French philosopher and Nobel laureate Henri Bergson, known primarily through her association with his personal and intellectual life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louise Neuberger Target entity description: Louise Neuberger was the wife of French philosopher and Nobel laureate Henri Bergson, known primarily through her association with his personal and intellectual life.
-
A.
Lesley Laird
Lesley Laird is a Scottish Labour politician who served as a Member of Parliament and has been involved in UK and Scottish politics, including holding frontbench roles in the Labour Party.
-
B.
Louise Richardson
Louise Richardson is an Irish political scientist and academic leader known for her scholarship on terrorism and for serving as vice-chancellor of the University of Oxford and principal of the University of St Andrews.
-
C.
Jennifer Mordaunt
Jennifer Mordaunt is a relative of British Conservative politician Penny Mordaunt.
-
D.
Eileen Sherwood
Eileen Sherwood is a central character in the musical "Wonderful Town," portrayed as a charming, aspiring actress who moves to New York City with her sister to pursue her dreams.
-
E.
Suzanne Mulkern
Suzanne Mulkern is known for being the first wife of Apple co-founder Steve Wozniak.
- 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_69ad8b187fc8819085914d3c9ea3142d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad99f8eb248190b50fd539a06a5a62 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3bb6216ac8190950d789de6e36aa6 |
completed | March 13, 2026, 7:23 a.m. |
| NEDg | Description generation | batch_69b3bbdbda208190a358b85e704b9407 |
completed | March 13, 2026, 7:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3f5a60fa08190acbb7257b515369a |
completed | March 13, 2026, 11:31 a.m. |
Created at: March 8, 2026, 2:59 p.m.