Triple
T21752036
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bettencourt affair |
E536938
|
entity |
| Predicate | mainSubject |
P3
|
FINISHED |
| Object | François-Marie Banier |
—
|
NE NERFINISHED |
How this triple was built (3 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: François-Marie Banier | Statement: [Bettencourt affair, mainSubject, François-Marie Banier]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: François-Marie Banier Context triple: [Bettencourt affair, mainSubject, François-Marie Banier]
-
A.
Antoine-François Peyre
Antoine-François Peyre was an 18th-century French architect and influential teacher associated with the neoclassical movement.
-
B.
Jean-Étienne Valluy
Jean-Étienne Valluy was a French Army general who played a key role in the early stages of the First Indochina War.
-
C.
Jean-Baptiste Mailhe
Jean-Baptiste Mailhe was a French lawyer and revolutionary politician best known for his role in the National Convention during the French Revolution, including his influential report on the trial of Louis XVI.
-
D.
Jean-Baptiste Bich
Jean-Baptiste Bich was a 19th-century mountaineer known for making the first ascent of several peaks in the Mont Blanc massif.
-
E.
Guillaume-Joseph Chabroud
Guillaume-Joseph Chabroud was a French lawyer and revolutionary-era politician who served as a deputy to the National Constituent Assembly during the early stages of the French Revolution.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: François-Marie Banier Target entity description: François-Marie Banier is a French photographer, writer, and artist best known for his controversial relationship with L'Oréal heiress Liliane Bettencourt at the center of the high-profile Bettencourt affair.
-
A.
Antoine-François Peyre
Antoine-François Peyre was an 18th-century French architect and influential teacher associated with the neoclassical movement.
-
B.
Jean-Étienne Valluy
Jean-Étienne Valluy was a French Army general who played a key role in the early stages of the First Indochina War.
-
C.
Jean-Baptiste Mailhe
Jean-Baptiste Mailhe was a French lawyer and revolutionary politician best known for his role in the National Convention during the French Revolution, including his influential report on the trial of Louis XVI.
-
D.
Jean-Baptiste Bich
Jean-Baptiste Bich was a 19th-century mountaineer known for making the first ascent of several peaks in the Mont Blanc massif.
-
E.
Guillaume-Joseph Chabroud
Guillaume-Joseph Chabroud was a French lawyer and revolutionary-era politician who served as a deputy to the National Constituent Assembly during the early stages of the French Revolution.
- F. None of above. chosen
Provenance (2 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_69e0c46eab808190b848242d63a17c47 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f01d8a6d4881908cc69e7247cce3a5 |
completed | April 28, 2026, 2:38 a.m. |
Created at: April 16, 2026, 6:50 p.m.