Triple
T21752145
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liliane Bettencourt |
E536940
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Liliane Schueller
Liliane Schueller, better known as Liliane Bettencourt, was a French heiress, businesswoman, and principal shareholder of L'Oréal, long regarded as one of the world's wealthiest women.
|
E1502379
|
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: Liliane Schueller | Statement: [Liliane Bettencourt, birthName, Liliane Schueller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liliane Schueller Context triple: [Liliane Bettencourt, birthName, Liliane Schueller]
-
A.
Micheline Ostermeyer
Micheline Ostermeyer was a French athlete and concert pianist renowned for winning multiple track and field medals at the 1948 Olympic Games.
-
B.
Renée Schwarzenbach-Wille
Renée Schwarzenbach-Wille was a Swiss aristocrat, accomplished equestrian, and influential social figure known for her conservative politics and as the matriarch of the prominent Schwarzenbach family.
-
C.
Evelyne Hue
Evelyne Hue is known as the wife of French politician Robert Hue, former leader of the French Communist Party.
-
D.
Françoise Schein
Françoise Schein is a Belgian-born artist and architect known for large-scale public artworks, often in metro stations, that integrate human rights themes and typographic design.
-
E.
Hélène Rytmann
Hélène Rytmann was a French revolutionary activist and sociologist, best known for her involvement in leftist politics and for being murdered by her husband, the philosopher Louis Althusser.
- 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: Liliane Schueller Triple: [Liliane Bettencourt, birthName, Liliane Schueller]
Generated description
Liliane Schueller, better known as Liliane Bettencourt, was a French heiress, businesswoman, and principal shareholder of L'Oréal, long regarded as one of the world's wealthiest women.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liliane Schueller Target entity description: Liliane Schueller, better known as Liliane Bettencourt, was a French heiress, businesswoman, and principal shareholder of L'Oréal, long regarded as one of the world's wealthiest women.
-
A.
Micheline Ostermeyer
Micheline Ostermeyer was a French athlete and concert pianist renowned for winning multiple track and field medals at the 1948 Olympic Games.
-
B.
Renée Schwarzenbach-Wille
Renée Schwarzenbach-Wille was a Swiss aristocrat, accomplished equestrian, and influential social figure known for her conservative politics and as the matriarch of the prominent Schwarzenbach family.
-
C.
Evelyne Hue
Evelyne Hue is known as the wife of French politician Robert Hue, former leader of the French Communist Party.
-
D.
Françoise Schein
Françoise Schein is a Belgian-born artist and architect known for large-scale public artworks, often in metro stations, that integrate human rights themes and typographic design.
-
E.
Hélène Rytmann
Hélène Rytmann was a French revolutionary activist and sociologist, best known for her involvement in leftist politics and for being murdered by her husband, the philosopher Louis Althusser.
- 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_69e0c46eab808190b848242d63a17c47 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f01d8a6d4881908cc69e7247cce3a5 |
completed | April 28, 2026, 2:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a3e663bd88190bc75a62848a9fb57 |
completed | May 17, 2026, 10:17 p.m. |
| NEDg | Description generation | batch_6a0a3f0745b0819084e481b0b3cdf011 |
completed | May 17, 2026, 10:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a3fbeace48190874b808fd94d9e3c |
completed | May 17, 2026, 10:22 p.m. |
Created at: April 16, 2026, 6:50 p.m.