Triple

T12105115
Position Surface form Disambiguated ID Type / Status
Subject Schwartz E288281 entity
Predicate hasNotableBearer P458 FINISHED
Object Marie-Hélène Schwartz
Marie-Hélène Schwartz was a French mathematician known for her work in analytic geometry and singularity theory, and as the daughter of mathematician Paul Lévy and wife of 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 Schwartz | Statement: [Schwartz, hasNotableBearer, Marie-Hélène Schwartz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marie-Hélène Schwartz
Context triple: [Schwartz, hasNotableBearer, Marie-Hélène Schwartz]
  • A. 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.
  • B. 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.
  • C. Irène Jacob
    Irène Jacob is a French-Swiss actress acclaimed for her nuanced performances in European art cinema, particularly in films by director Krzysztof Kieślowski.
  • D. Hélène Carrère d’Encausse
    Hélène Carrère d’Encausse was a French historian and political scientist, renowned for her expertise on Russian and Soviet history and for serving as a prominent member and leader of the Académie française.
  • E. Brigitte Aron
    Brigitte Aron is known primarily as the daughter of the influential French philosopher, sociologist, and political commentator Raymond Aron.
  • 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 Schwartz
Triple: [Schwartz, hasNotableBearer, Marie-Hélène Schwartz]
Generated description
Marie-Hélène Schwartz was a French mathematician known for her work in analytic geometry and singularity theory, and as the daughter of mathematician Paul Lévy and wife of Laurent Schwartz.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marie-Hélène Schwartz
Target entity description: Marie-Hélène Schwartz was a French mathematician known for her work in analytic geometry and singularity theory, and as the daughter of mathematician Paul Lévy and wife of Laurent Schwartz.
  • A. 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.
  • B. Marie-Hélène Lévy chosen
    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.
  • C. Irène Jacob
    Irène Jacob is a French-Swiss actress acclaimed for her nuanced performances in European art cinema, particularly in films by director Krzysztof Kieślowski.
  • D. Hélène Carrère d’Encausse
    Hélène Carrère d’Encausse was a French historian and political scientist, renowned for her expertise on Russian and Soviet history and for serving as a prominent member and leader of the Académie française.
  • E. Brigitte Aron
    Brigitte Aron is known primarily as the daughter of the influential French philosopher, sociologist, and political commentator Raymond Aron.
  • F. None of above.

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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d91561eaec819096ba00682d81f41a completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f684cc45b48190a388b38ef301c2f8 completed May 2, 2026, 11:12 p.m.
NEDg Description generation batch_69f685dac5cc8190b4bc2d81186c9266 completed May 2, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_69f6869156048190b548ecd04561deb8 completed May 2, 2026, 11:19 p.m.
Created at: April 8, 2026, 9:48 p.m.