Triple

T13192970
Position Surface form Disambiguated ID Type / Status
Subject Lucien de Rubempré E314038 entity
Predicate romanticRelationship P9994 FINISHED
Object Madame de Bargeton
Madame de Bargeton is a prominent aristocratic patroness in Honoré de Balzac’s novel "Lost Illusions," known for her influential role in provincial society and her complex relationship with the young poet Lucien de Rubempré.
E1030492 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 de Bargeton | Statement: [Lucien de Rubempré, romanticRelationship, Madame de Bargeton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madame de Bargeton
Context triple: [Lucien de Rubempré, romanticRelationship, Madame de Bargeton]
  • A. Madame de Thianges
    Madame de Thianges was a French noblewoman of the 17th century, best known as the sister of Louis XIV’s famous mistress Madame de Montespan and a member of the influential House of Rochechouart.
  • B. Madame de Menon
    Madame de Menon is a virtuous and protective governess figure in Ann Radcliffe’s Gothic novel "A Sicilian Romance," serving as a moral guide and guardian to the young heroines.
  • C. Madame de Sérizy
    Madame de Sérizy is an aristocratic Parisian noblewoman in Balzac’s La Comédie humaine, notably portrayed as a powerful, passionate patron entangled in the intrigues surrounding the criminal mastermind Lucien de Rubempré.
  • D. Madame de Warens
    Madame de Warens was a Swiss noblewoman and benefactress best known as Jean-Jacques Rousseau’s patron, mentor, and lover during his formative years.
  • E. Comtesse Ferraud
    Comtesse Ferraud is a central figure in Honoré de Balzac’s novel "Le Colonel Chabert," known as the colonel’s estranged wife who has remarried into high society and becomes embroiled in a legal and moral conflict over his presumed death and unexpected return.
  • 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 de Bargeton
Triple: [Lucien de Rubempré, romanticRelationship, Madame de Bargeton]
Generated description
Madame de Bargeton is a prominent aristocratic patroness in Honoré de Balzac’s novel "Lost Illusions," known for her influential role in provincial society and her complex relationship with the young poet Lucien de Rubempré.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madame de Bargeton
Target entity description: Madame de Bargeton is a prominent aristocratic patroness in Honoré de Balzac’s novel "Lost Illusions," known for her influential role in provincial society and her complex relationship with the young poet Lucien de Rubempré.
  • A. Madame de Thianges
    Madame de Thianges was a French noblewoman of the 17th century, best known as the sister of Louis XIV’s famous mistress Madame de Montespan and a member of the influential House of Rochechouart.
  • B. Madame de Menon
    Madame de Menon is a virtuous and protective governess figure in Ann Radcliffe’s Gothic novel "A Sicilian Romance," serving as a moral guide and guardian to the young heroines.
  • C. Madame de Sérizy
    Madame de Sérizy is an aristocratic Parisian noblewoman in Balzac’s La Comédie humaine, notably portrayed as a powerful, passionate patron entangled in the intrigues surrounding the criminal mastermind Lucien de Rubempré.
  • D. Madame de Warens
    Madame de Warens was a Swiss noblewoman and benefactress best known as Jean-Jacques Rousseau’s patron, mentor, and lover during his formative years.
  • E. Comtesse Ferraud
    Comtesse Ferraud is a central figure in Honoré de Balzac’s novel "Le Colonel Chabert," known as the colonel’s estranged wife who has remarried into high society and becomes embroiled in a legal and moral conflict over his presumed death and unexpected return.
  • 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_69d806ae1e08819090d95bfe1538cc17 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c6158e4819082c8ad75b4dfdd90 completed April 10, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f70a2e415481908ad1036376f702dc completed May 3, 2026, 8:41 a.m.
NEDg Description generation batch_69f70c9718d08190b09fc6723712ef55 completed May 3, 2026, 8:51 a.m.
NED2 Entity disambiguation (via description) batch_69f70d32b38881909d500b81a0164bda completed May 3, 2026, 8:54 a.m.
Created at: April 9, 2026, 9:16 p.m.