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.