Triple

T14179518
Position Surface form Disambiguated ID Type / Status
Subject Sentimental Education E351415 entity
Predicate hasCharacter P2308 FINISHED
Object Madame Arnoux
Madame Arnoux is the idealized, unattainable love interest of Frédéric Moreau in Gustave Flaubert’s novel "Sentimental Education," embodying romantic longing and moral restraint.
 E1084661 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: Madame Arnoux | Statement: [Sentimental Education, hasCharacter, Madame Arnoux]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Madame Arnoux
Context triple: [Sentimental Education, hasCharacter, Madame Arnoux]
  • A. Edma Pontillon
    Edma Pontillon, born Edma Morisot, was a 19th-century French painter associated with the early Impressionist circle and the sister of renowned artist Berthe Morisot.
  • B. Charlotte Véry
    Charlotte Véry is a French actress known for her roles in European art-house cinema, including collaborations with acclaimed directors such as Krzysztof Kieślowski.
  • C. Margaux Guerard
    Margaux Guerard is the daughter of American actress Lorraine Bracco and is known primarily for her connection to her mother's film and television career.
  • D. Mlle Deloche
    Mlle Deloche was the wife of French classical liberal economist and political theorist Jean-Baptiste Say.
  • E. Jeanne Renault
    Jeanne Renault was the wife of Louis St. Laurent, the 12th prime minister of Canada.
  • 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: Madame Arnoux
Triple: [Sentimental Education, hasCharacter, Madame Arnoux]
Generated description
Madame Arnoux is the idealized, unattainable love interest of Frédéric Moreau in Gustave Flaubert’s novel "Sentimental Education," embodying romantic longing and moral restraint.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Madame Arnoux
Target entity description: Madame Arnoux is the idealized, unattainable love interest of Frédéric Moreau in Gustave Flaubert’s novel "Sentimental Education," embodying romantic longing and moral restraint.
  • A. Edma Pontillon
    Edma Pontillon, born Edma Morisot, was a 19th-century French painter associated with the early Impressionist circle and the sister of renowned artist Berthe Morisot.
  • B. Charlotte Véry
    Charlotte Véry is a French actress known for her roles in European art-house cinema, including collaborations with acclaimed directors such as Krzysztof Kieślowski.
  • C. Margaux Guerard
    Margaux Guerard is the daughter of American actress Lorraine Bracco and is known primarily for her connection to her mother's film and television career.
  • D. Mlle Deloche
    Mlle Deloche was the wife of French classical liberal economist and political theorist Jean-Baptiste Say.
  • E. Jeanne Renault
    Jeanne Renault was the wife of Louis St. Laurent, the 12th prime minister of Canada.
  • 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_69d8278834a08190b0f1784e58d7b99c completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61c90abc8190a9b9dc1f50db59fa completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf80f03a48190a5374fb6374255a8 completed May 7, 2026, 8:37 p.m.
NEDg Description generation batch_69fd09b00dc48190bec9853e3dc78f26 completed May 7, 2026, 9:52 p.m.
NED2 Entity disambiguation (via description) batch_69fd0a4c377c81909af76e8bd47e2f2a completed May 7, 2026, 9:55 p.m.
Created at: April 10, 2026, 1:02 a.m.