Triple

T2854607
Position Surface form Disambiguated ID Type / Status
Subject Splendeurs et misères des courtisanes E63170 entity
Predicate featuresCharacter P626 FINISHED
Object Duchesse de Maufrigneuse
Duchesse de Maufrigneuse is a recurring aristocratic figure in Honoré de Balzac’s La Comédie humaine, known as a brilliant yet morally ambiguous Parisian noblewoman who embodies the intrigues and vanities of Restoration high society.
E322921 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: Duchesse de Maufrigneuse | Statement: [Splendeurs et misères des courtisanes, featuresCharacter, Duchesse de Maufrigneuse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Duchesse de Maufrigneuse
Context triple: [Splendeurs et misères des courtisanes, featuresCharacter, Duchesse de Maufrigneuse]
  • A. Duchess of Vaujours
    The Duchess of Vaujours is the French noble title historically associated with Louise de La Vallière, a famed 17th-century mistress of King Louis XIV.
  • B. Duchess of Vendôme
    The Duchess of Vendôme was a French noble title historically associated with the powerful Bourbon-Vendôme branch of the royal family, often held by prominent women of the French court.
  • C. Françoise de la Chassaigne
    Françoise de la Chassaigne was a 16th-century French noblewoman best known as the wife of the philosopher and essayist Michel de Montaigne.
  • D. Antoinette de Louppes
    Antoinette de Louppes was a French noblewoman of Spanish-Jewish descent best known as the mother of the Renaissance philosopher and essayist Michel de Montaigne.
  • E. Duchess of Guise
    The Duchess of Guise was a noble title in the powerful French House of Guise, associated with high-ranking aristocratic women influential in French court and dynastic politics.
  • 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: Duchesse de Maufrigneuse
Triple: [Splendeurs et misères des courtisanes, featuresCharacter, Duchesse de Maufrigneuse]
Generated description
Duchesse de Maufrigneuse is a recurring aristocratic figure in Honoré de Balzac’s La Comédie humaine, known as a brilliant yet morally ambiguous Parisian noblewoman who embodies the intrigues and vanities of Restoration high society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Duchesse de Maufrigneuse
Target entity description: Duchesse de Maufrigneuse is a recurring aristocratic figure in Honoré de Balzac’s La Comédie humaine, known as a brilliant yet morally ambiguous Parisian noblewoman who embodies the intrigues and vanities of Restoration high society.
  • A. Duchess of Vaujours
    The Duchess of Vaujours is the French noble title historically associated with Louise de La Vallière, a famed 17th-century mistress of King Louis XIV.
  • B. Duchess of Vendôme
    The Duchess of Vendôme was a French noble title historically associated with the powerful Bourbon-Vendôme branch of the royal family, often held by prominent women of the French court.
  • C. Françoise de la Chassaigne
    Françoise de la Chassaigne was a 16th-century French noblewoman best known as the wife of the philosopher and essayist Michel de Montaigne.
  • D. Antoinette de Louppes
    Antoinette de Louppes was a French noblewoman of Spanish-Jewish descent best known as the mother of the Renaissance philosopher and essayist Michel de Montaigne.
  • E. Duchess of Guise
    The Duchess of Guise was a noble title in the powerful French House of Guise, associated with high-ranking aristocratic women influential in French court and dynastic politics.
  • 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_69ab4c407c408190857d25e027155ce9 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf60852c8190b66c8719c63a723e completed March 7, 2026, 8:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69b1eed55b6481909e9338314a94b5d0 completed March 11, 2026, 10:38 p.m.
NEDg Description generation batch_69b1f041beac8190879a180e825e4d37 completed March 11, 2026, 10:44 p.m.
NED2 Entity disambiguation (via description) batch_69b1f095116c819088edd8ed7ce86b5a completed March 11, 2026, 10:45 p.m.
Created at: March 6, 2026, 10:02 p.m.