Triple

T3137794
Position Surface form Disambiguated ID Type / Status
Subject Laurent Schwartz E65574 entity
Predicate spouse P13 FINISHED
Object Marie-Hélène Lévy
Marie-Hélène Lévy was a French mathematician and the daughter of renowned probabilist Paul Lévy, known also as the wife of influential mathematician Laurent Schwartz.
 E360436 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: Marie-Hélène Lévy | Statement: [Laurent Schwartz, spouse, Marie-Hélène Lévy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marie-Hélène Lévy
Context triple: [Laurent Schwartz, spouse, Marie-Hélène Lévy]
  • A. Hélène Courtois
    Hélène Courtois is a French astrophysicist known for her work in cosmography and for leading the team that identified and mapped the Laniakea Supercluster of galaxies.
  • B. Brigitte Fouré
    Brigitte Fouré is a French politician known for serving as the mayor of the city of Amiens.
  • C. Odile Mallet
    Odile Mallet is an actress known for her role in the visually distinctive French science-fiction film "The City of Lost Children."
  • D. Lydie Sarazin-Levassor
    Lydie Sarazin-Levassor was a French woman from a prominent industrial family who became known primarily as the first wife of avant-garde artist Marcel Duchamp.
  • E. Hélène Patarot
    Hélène Patarot is a French-Vietnamese actress known for her work in theatre and film, as well as her long-term partnership with Irish actor Ciarán Hinds.
  • 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: Marie-Hélène Lévy
Triple: [Laurent Schwartz, spouse, Marie-Hélène Lévy]
Generated description
Marie-Hélène Lévy was a French mathematician and the daughter of renowned probabilist Paul Lévy, known also as the wife of influential mathematician Laurent Schwartz.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marie-Hélène Lévy
Target entity description: Marie-Hélène Lévy was a French mathematician and the daughter of renowned probabilist Paul Lévy, known also as the wife of influential mathematician Laurent Schwartz.
  • A. Hélène Courtois
    Hélène Courtois is a French astrophysicist known for her work in cosmography and for leading the team that identified and mapped the Laniakea Supercluster of galaxies.
  • B. Brigitte Fouré
    Brigitte Fouré is a French politician known for serving as the mayor of the city of Amiens.
  • C. Odile Mallet
    Odile Mallet is an actress known for her role in the visually distinctive French science-fiction film "The City of Lost Children."
  • D. Lydie Sarazin-Levassor
    Lydie Sarazin-Levassor was a French woman from a prominent industrial family who became known primarily as the first wife of avant-garde artist Marcel Duchamp.
  • E. Hélène Patarot
    Hélène Patarot is a French-Vietnamese actress known for her work in theatre and film, as well as her long-term partnership with Irish actor Ciarán Hinds.
  • 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_69ad8581c25c8190b0d85ba9b9baa531 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada574509c81908a88bb10ea35516d completed March 8, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b367e5581081908c44bc8d9492c936 completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b368d21f7c819092660301b7d840db completed March 13, 2026, 1:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3694e92b8819082d54a56d901e9f8 completed March 13, 2026, 1:33 a.m.
Created at: March 8, 2026, 3:05 p.m.