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.