Triple

T13163019
Position Surface form Disambiguated ID Type / Status
Subject Le Cousin Pons E312773 entity
Predicate character P662 FINISHED
Object Madame Camusot de Marville
Madame Camusot de Marville is a socially ambitious magistrate’s wife in Honoré de Balzac’s La Comédie humaine, notably appearing in the novel "Le Cousin Pons" as a calculating figure within Parisian bourgeois society.
E1024114 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 Camusot de Marville | Statement: [Le Cousin Pons, character, Madame Camusot de Marville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madame Camusot de Marville
Context triple: [Le Cousin Pons, character, Madame Camusot de Marville]
  • A. Madame de Merret
    Madame de Merret is a central figure in Honoré de Balzac’s story “La Grande Bretèche,” known as a tragic, secretive noblewoman whose hidden love affair leads to a horrifying act of vengeance and lifelong remorse.
  • 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 Moitessier
    Madame Moitessier is a celebrated mid-19th-century portrait painting by French Neoclassical artist Jean-Auguste-Dominique Ingres, renowned for its meticulous detail and idealized depiction of bourgeois elegance.
  • D. Agathe de La Boulaye
    Agathe de La Boulaye is a French actress known for her roles in international films and television, including the science-fiction horror movie "Alien vs. Predator."
  • E. Madame Deschapelles
    Madame Deschapelles is a prominent character in Edward Bulwer-Lytton’s romantic drama "The Lady of Lyons," known as the ambitious and socially pretentious mother of the heroine Pauline.
  • 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 Camusot de Marville
Triple: [Le Cousin Pons, character, Madame Camusot de Marville]
Generated description
Madame Camusot de Marville is a socially ambitious magistrate’s wife in Honoré de Balzac’s La Comédie humaine, notably appearing in the novel "Le Cousin Pons" as a calculating figure within Parisian bourgeois society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madame Camusot de Marville
Target entity description: Madame Camusot de Marville is a socially ambitious magistrate’s wife in Honoré de Balzac’s La Comédie humaine, notably appearing in the novel "Le Cousin Pons" as a calculating figure within Parisian bourgeois society.
  • A. Madame de Merret
    Madame de Merret is a central figure in Honoré de Balzac’s story “La Grande Bretèche,” known as a tragic, secretive noblewoman whose hidden love affair leads to a horrifying act of vengeance and lifelong remorse.
  • 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 Moitessier
    Madame Moitessier is a celebrated mid-19th-century portrait painting by French Neoclassical artist Jean-Auguste-Dominique Ingres, renowned for its meticulous detail and idealized depiction of bourgeois elegance.
  • D. Agathe de La Boulaye
    Agathe de La Boulaye is a French actress known for her roles in international films and television, including the science-fiction horror movie "Alien vs. Predator."
  • E. Madame Deschapelles
    Madame Deschapelles is a prominent character in Edward Bulwer-Lytton’s romantic drama "The Lady of Lyons," known as the ambitious and socially pretentious mother of the heroine Pauline.
  • 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_69d806ac3ee081909b2fd27d060aa974 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c0a9d348190909fcf45f9d650e4 completed April 10, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eaf4cd788190b74cca51b5219bfb completed May 3, 2026, 6:28 a.m.
NEDg Description generation batch_69f6eeefa9a08190b042212f24735ca7 completed May 3, 2026, 6:45 a.m.
NED2 Entity disambiguation (via description) batch_69f6ef933f888190880e680f7f4c1c29 completed May 3, 2026, 6:47 a.m.
Created at: April 9, 2026, 9:13 p.m.