Triple
T7055754
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manuel Valls |
E164085
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Nathalie Soulié
Nathalie Soulié is a French woman best known as the former spouse of politician and ex–Prime Minister of France Manuel Valls.
|
E646382
|
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: Nathalie Soulié | Statement: [Manuel Valls, spouse, Nathalie Soulié]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nathalie Soulié Context triple: [Manuel Valls, spouse, Nathalie Soulié]
-
A.
Cécile Auclair
Cécile Auclair is the young French-Canadian girl who serves as the central protagonist in Willa Cather’s historical novel "Shadows on the Rock," embodying themes of faith, family, and colonial life in 17th-century Quebec.
-
B.
Laure Prouvost
Laure Prouvost is a French-born, Turner Prize–winning contemporary artist known for her immersive, narrative-driven installations and films that play with language, translation, and perception.
-
C.
Valérie Marneffe
Valérie Marneffe is a cunning and manipulative Parisian courtesan in Honoré de Balzac’s novel "La Cousine Bette," known for using her beauty and charm to ruin the men who fall in love with her.
-
D.
Françoise Noguès
Françoise Noguès is a French physician best known as the mother of Brigitte Macron, the First Lady of France.
-
E.
Aline Charigot
Aline Charigot was the wife and frequent model of French Impressionist painter Pierre-Auguste Renoir, appearing in several of his notable works.
- 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: Nathalie Soulié Triple: [Manuel Valls, spouse, Nathalie Soulié]
Generated description
Nathalie Soulié is a French woman best known as the former spouse of politician and ex–Prime Minister of France Manuel Valls.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nathalie Soulié Target entity description: Nathalie Soulié is a French woman best known as the former spouse of politician and ex–Prime Minister of France Manuel Valls.
-
A.
Cécile Auclair
Cécile Auclair is the young French-Canadian girl who serves as the central protagonist in Willa Cather’s historical novel "Shadows on the Rock," embodying themes of faith, family, and colonial life in 17th-century Quebec.
-
B.
Laure Prouvost
Laure Prouvost is a French-born, Turner Prize–winning contemporary artist known for her immersive, narrative-driven installations and films that play with language, translation, and perception.
-
C.
Valérie Marneffe
Valérie Marneffe is a cunning and manipulative Parisian courtesan in Honoré de Balzac’s novel "La Cousine Bette," known for using her beauty and charm to ruin the men who fall in love with her.
-
D.
Françoise Noguès
Françoise Noguès is a French physician best known as the mother of Brigitte Macron, the First Lady of France.
-
E.
Aline Charigot
Aline Charigot was the wife and frequent model of French Impressionist painter Pierre-Auguste Renoir, appearing in several of his notable works.
- 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_69c68861678881909961ddf4d779f750 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e269050c81908c186609a8a7bcf9 |
completed | March 27, 2026, 8:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7b8c5a9fc81909a94e8e6c287b591 |
completed | March 28, 2026, 11:17 a.m. |
| NEDg | Description generation | batch_69c7b97893308190b349afb452d4e154 |
completed | March 28, 2026, 11:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7b9f805b88190866170fdd8ce07ff |
completed | March 28, 2026, 11:22 a.m. |
Created at: March 27, 2026, 2:38 p.m.