Triple

T12773207
Position Surface form Disambiguated ID Type / Status
Subject rise and fall of Lucien de Rubempré E305300 entity
Predicate narrativeDevelopment P83049 FINISHED
Object Lucien pursues aristocratic and bourgeois patronage
Lucien pursues aristocratic and bourgeois patronage is a key plot thread in Balzac’s novel sequence about Lucien de Rubempré, highlighting his social climbing and dependence on elite benefactors to advance in Restoration-era French society.
E1003028 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: Lucien pursues aristocratic and bourgeois patronage | Statement: [rise and fall of Lucien de Rubempré, narrativeDevelopment, Lucien pursues aristocratic and bourgeois patronage]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lucien pursues aristocratic and bourgeois patronage
Context triple: [rise and fall of Lucien de Rubempré, narrativeDevelopment, Lucien pursues aristocratic and bourgeois patronage]
  • A. Parisian bourgeoisie
    The Parisian bourgeoisie were the affluent middle-class residents of Paris, known for their social ambition, cultural pretensions, and influential role in the city’s political and economic life.
  • B. Saint Petersburg society
    Saint Petersburg society was the elite social and cultural milieu of imperial Russia’s capital, comprising aristocrats, high-ranking officials, and influential intellectuals who shaped the city’s political and cultural life.
  • C. Salons of the Académie des Beaux-Arts
    The Salons of the Académie des Beaux-Arts were prestigious official art exhibitions in Paris that showcased contemporary painting, sculpture, and other fine arts, heavily influencing artistic careers and tastes in 18th- and 19th-century France.
  • D. Durand-Ruel family
    The Durand-Ruel family is a prominent French art-dealing dynasty best known for championing and commercially establishing the Impressionist painters in the late 19th and early 20th centuries.
  • E. Napoleonic art policy
    Napoleonic art policy was the cultural and artistic program of Napoleon’s regime, marked by state-directed neoclassicism, large-scale propaganda, and the systematic acquisition and display of artworks to glorify the Empire and centralize artistic prestige in France.
  • 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: Lucien pursues aristocratic and bourgeois patronage
Triple: [rise and fall of Lucien de Rubempré, narrativeDevelopment, Lucien pursues aristocratic and bourgeois patronage]
Generated description
Lucien pursues aristocratic and bourgeois patronage is a key plot thread in Balzac’s novel sequence about Lucien de Rubempré, highlighting his social climbing and dependence on elite benefactors to advance in Restoration-era French society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lucien pursues aristocratic and bourgeois patronage
Target entity description: Lucien pursues aristocratic and bourgeois patronage is a key plot thread in Balzac’s novel sequence about Lucien de Rubempré, highlighting his social climbing and dependence on elite benefactors to advance in Restoration-era French society.
  • A. Parisian bourgeoisie
    The Parisian bourgeoisie were the affluent middle-class residents of Paris, known for their social ambition, cultural pretensions, and influential role in the city’s political and economic life.
  • B. Saint Petersburg society
    Saint Petersburg society was the elite social and cultural milieu of imperial Russia’s capital, comprising aristocrats, high-ranking officials, and influential intellectuals who shaped the city’s political and cultural life.
  • C. Salons of the Académie des Beaux-Arts
    The Salons of the Académie des Beaux-Arts were prestigious official art exhibitions in Paris that showcased contemporary painting, sculpture, and other fine arts, heavily influencing artistic careers and tastes in 18th- and 19th-century France.
  • D. Durand-Ruel family
    The Durand-Ruel family is a prominent French art-dealing dynasty best known for championing and commercially establishing the Impressionist painters in the late 19th and early 20th centuries.
  • E. Napoleonic art policy
    Napoleonic art policy was the cultural and artistic program of Napoleon’s regime, marked by state-directed neoclassicism, large-scale propaganda, and the systematic acquisition and display of artworks to glorify the Empire and centralize artistic prestige in France.
  • 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_69d7bdf2b43c819098ae5aa68e61ea58 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96facb2d48190bc12efc00c9da360 completed April 10, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f684fcd4b48190ab610efffcbd1546 completed May 2, 2026, 11:13 p.m.
NEDg Description generation batch_69f689e108cc819097bacb28f6bd9a9b completed May 2, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69f68adcfabc8190a85624e2f1b0bafb completed May 2, 2026, 11:38 p.m.
Created at: April 9, 2026, 5:28 p.m.