Triple

T2901469
Position Surface form Disambiguated ID Type / Status
Subject La Comédie humaine E62661 entity
Predicate hasPart P35 FINISHED
Object Les Petits Bourgeois
Les Petits Bourgeois is a novel by Honoré de Balzac that forms part of his vast literary cycle La Comédie humaine, depicting the ambitions and social struggles of France’s lower middle class.
E64951 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: Les Petits Bourgeois | Statement: [La Comédie humaine, hasPart, Les Petits Bourgeois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Les Petits Bourgeois
Context triple: [La Comédie humaine, hasPart, Les Petits Bourgeois]
  • A. Le Bonheur de Vivre
    Le Bonheur de Vivre is a seminal 1905–1906 Fauvist painting by Henri Matisse, celebrated for its vibrant colors and idyllic, Arcadian scene of nude figures in a landscape.
  • B. Scènes de la vie parisienne
    Scènes de la vie parisienne is a section of Honoré de Balzac’s La Comédie humaine that groups together his novels and stories depicting the manners, society, and everyday life of 19th-century Paris.
  • C. Chaise cassée
    Chaise cassée is the French title of the monumental Broken Chair sculpture, a giant wooden chair with a broken leg symbolizing opposition to land mines and armed violence, located in Geneva.
  • D. La Joie de vivre
    La Joie de vivre is a naturalist novel by Émile Zola that explores pessimism, suffering, and resilience within a bourgeois family in provincial France.
  • E. Le Ventre de Paris
    Le Ventre de Paris is a naturalist novel by Émile Zola that vividly portrays life around Paris’s central market, Les Halles, while exploring themes of social conflict, hunger, and abundance.
  • 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: Les Petits Bourgeois
Triple: [La Comédie humaine, hasPart, Les Petits Bourgeois]
Generated description
Les Petits Bourgeois is a novel by Honoré de Balzac that forms part of his vast literary cycle La Comédie humaine, depicting the ambitions and social struggles of France’s lower middle class.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Les Petits Bourgeois
Target entity description: Les Petits Bourgeois is a novel by Honoré de Balzac that forms part of his vast literary cycle La Comédie humaine, depicting the ambitions and social struggles of France’s lower middle class.
  • A. Le Bonheur de Vivre
    Le Bonheur de Vivre is a seminal 1905–1906 Fauvist painting by Henri Matisse, celebrated for its vibrant colors and idyllic, Arcadian scene of nude figures in a landscape.
  • B. Scènes de la vie parisienne chosen
    Scènes de la vie parisienne is a section of Honoré de Balzac’s La Comédie humaine that groups together his novels and stories depicting the manners, society, and everyday life of 19th-century Paris.
  • C. Chaise cassée
    Chaise cassée is the French title of the monumental Broken Chair sculpture, a giant wooden chair with a broken leg symbolizing opposition to land mines and armed violence, located in Geneva.
  • D. La Joie de vivre
    La Joie de vivre is a naturalist novel by Émile Zola that explores pessimism, suffering, and resilience within a bourgeois family in provincial France.
  • E. Le Ventre de Paris
    Le Ventre de Paris is a naturalist novel by Émile Zola that vividly portrays life around Paris’s central market, Les Halles, while exploring themes of social conflict, hunger, and abundance.
  • F. None of above.

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_69ab4c3e070c8190b78d3d2c005876dd completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abe0b261c081909b66b21520b4731b completed March 7, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0560300548190879d148ec1791e7a completed March 10, 2026, 5:33 p.m.
NEDg Description generation batch_69b05e6fa8b481908b7bb9fbcf780aa8 completed March 10, 2026, 6:09 p.m.
NED2 Entity disambiguation (via description) batch_69b0621fe39c819098839b585ebbdb10 completed March 10, 2026, 6:25 p.m.
Created at: March 6, 2026, 10:10 p.m.