Triple

T15178389
Position Surface form Disambiguated ID Type / Status
Subject Là-bas E362672 entity
Predicate character P662 FINISHED
Object Madame Chantelouve
Madame Chantelouve is a central, devout yet morally conflicted bourgeois woman in J.-K. Huysmans’ novel "Là-bas," known for her involvement in occult and satanic circles beneath a veneer of Catholic piety.
E1145275 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 Chantelouve | Statement: [Là-bas, character, Madame Chantelouve]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madame Chantelouve
Context triple: [Là-bas, character, Madame Chantelouve]
  • 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 Chardon
    Madame Chardon is the modest, self-sacrificing mother of Lucien de Rubempré in Honoré de Balzac’s novel "Lost Illusions," embodying provincial virtue and maternal devotion.
  • D. 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."
  • E. Madame Ferraud
    Madame Ferraud is a French noblewoman character, known as Comtesse Ferraud, from Honoré de Balzac’s La Comédie humaine.
  • 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 Chantelouve
Triple: [Là-bas, character, Madame Chantelouve]
Generated description
Madame Chantelouve is a central, devout yet morally conflicted bourgeois woman in J.-K. Huysmans’ novel "Là-bas," known for her involvement in occult and satanic circles beneath a veneer of Catholic piety.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madame Chantelouve
Target entity description: Madame Chantelouve is a central, devout yet morally conflicted bourgeois woman in J.-K. Huysmans’ novel "Là-bas," known for her involvement in occult and satanic circles beneath a veneer of Catholic piety.
  • 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 Chardon
    Madame Chardon is the modest, self-sacrificing mother of Lucien de Rubempré in Honoré de Balzac’s novel "Lost Illusions," embodying provincial virtue and maternal devotion.
  • D. 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."
  • E. Madame Ferraud
    Madame Ferraud is a French noblewoman character, known as Comtesse Ferraud, from Honoré de Balzac’s La Comédie humaine.
  • 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_69d85a09a39c81908759f23268e2d408 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00663b4148190b647592eda315d1d completed April 15, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd2a2eb48190a569847d2f583c61 completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fedee3ede8819094678c15c0ff2876 completed May 9, 2026, 7:14 a.m.
NED2 Entity disambiguation (via description) batch_69fedf72e6148190afbfbe92ed2ed277 completed May 9, 2026, 7:17 a.m.
Created at: April 10, 2026, 3:09 a.m.