Triple

T14179522
Position Surface form Disambiguated ID Type / Status
Subject Sentimental Education E351415 entity
Predicate hasCharacter P2308 FINISHED
Object Madame Dambreuse
Madame Dambreuse is a wealthy, sophisticated Parisian society woman who becomes one of the central love interests in Gustave Flaubert’s novel "Sentimental Education."
E1087715 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 Dambreuse | Statement: [Sentimental Education, hasCharacter, Madame Dambreuse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madame Dambreuse
Context triple: [Sentimental Education, hasCharacter, Madame Dambreuse]
  • A. Madame Vabre
    Madame Vabre is a fictional bourgeois woman in Émile Zola’s novel "Pot-Bouille," representing the hypocrisies and moral decay of Parisian middle-class society in the 19th century.
  • B. Madame Hedouin
    Madame Hédouin is a business-savvy, independent shop owner in Émile Zola’s novel "Pot-Bouille," representing the emerging class of self-reliant bourgeois women in 19th-century Paris.
  • C. Madame Dumay
    Madame Dumay is a supporting character in Honoré de Balzac’s novel "Modeste Mignon," part of the intricate social and domestic world surrounding the heroine.
  • D. Madame Ferraud
    Madame Ferraud is a French noblewoman character, known as Comtesse Ferraud, from Honoré de Balzac’s La Comédie humaine.
  • E. Madame Campardon
    Madame Campardon is a bourgeois Parisian woman in Émile Zola’s novel "Pot-Bouille," emblematic of the era’s domestic hypocrisies and social pretenses.
  • 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 Dambreuse
Triple: [Sentimental Education, hasCharacter, Madame Dambreuse]
Generated description
Madame Dambreuse is a wealthy, sophisticated Parisian society woman who becomes one of the central love interests in Gustave Flaubert’s novel "Sentimental Education."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madame Dambreuse
Target entity description: Madame Dambreuse is a wealthy, sophisticated Parisian society woman who becomes one of the central love interests in Gustave Flaubert’s novel "Sentimental Education."
  • A. Madame Vabre
    Madame Vabre is a fictional bourgeois woman in Émile Zola’s novel "Pot-Bouille," representing the hypocrisies and moral decay of Parisian middle-class society in the 19th century.
  • B. Madame Hedouin
    Madame Hédouin is a business-savvy, independent shop owner in Émile Zola’s novel "Pot-Bouille," representing the emerging class of self-reliant bourgeois women in 19th-century Paris.
  • C. Madame Dumay
    Madame Dumay is a supporting character in Honoré de Balzac’s novel "Modeste Mignon," part of the intricate social and domestic world surrounding the heroine.
  • D. Madame Ferraud
    Madame Ferraud is a French noblewoman character, known as Comtesse Ferraud, from Honoré de Balzac’s La Comédie humaine.
  • E. Madame Campardon
    Madame Campardon is a bourgeois Parisian woman in Émile Zola’s novel "Pot-Bouille," emblematic of the era’s domestic hypocrisies and social pretenses.
  • 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_69fd280656a881909c565b99e85ae9bd completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd29d254608190a9f0b8e5623451aa completed May 8, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_69fd2aa5bf3c8190bb62ce780d417b7d completed May 8, 2026, 12:13 a.m.
Created at: April 10, 2026, 1:02 a.m.