Triple

T12432141
Position Surface form Disambiguated ID Type / Status
Subject Stendhal E297055 entity
Predicate father P120 FINISHED
Object Chérubin Beyle
Chérubin Beyle was the father of the French writer Stendhal (Henri Beyle), a provincial lawyer whose conventional bourgeois values strongly influenced his son's outlook and later work.
E980987 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: Chérubin Beyle | Statement: [Stendhal, father, Chérubin Beyle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chérubin Beyle
Context triple: [Stendhal, father, Chérubin Beyle]
  • A. Charles Auguste Frossard
    Charles Auguste Frossard was a French general of the 19th century, noted for his role in the Franco-Prussian War.
  • B. Vincent de Gournay
    Vincent de Gournay was an 18th-century French economist and intendant of commerce known as an early advocate of economic liberalism and the phrase "laissez faire, laissez passer."
  • C. Stanislas de Guaita
    Stanislas de Guaita was a French poet, occultist, and leading figure of the Symbolist movement known for his esoteric writings and role in fin-de-siècle occult revival.
  • D. L’Abbé Constantin
    L’Abbé Constantin is a popular 1882 French novel by Ludovic Halévy that tells the sentimental story of a conservative country priest whose values are challenged by the arrival of wealthy American Protestants in his parish.
  • E. Lucien de Rubempré
    Lucien de Rubempré is an ambitious but ultimately tragic young poet and social climber in Honoré de Balzac’s La Comédie humaine, whose rise and fall epitomize the corrupting allure of Parisian high society.
  • 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: Chérubin Beyle
Triple: [Stendhal, father, Chérubin Beyle]
Generated description
Chérubin Beyle was the father of the French writer Stendhal (Henri Beyle), a provincial lawyer whose conventional bourgeois values strongly influenced his son's outlook and later work.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chérubin Beyle
Target entity description: Chérubin Beyle was the father of the French writer Stendhal (Henri Beyle), a provincial lawyer whose conventional bourgeois values strongly influenced his son's outlook and later work.
  • A. Charles Auguste Frossard
    Charles Auguste Frossard was a French general of the 19th century, noted for his role in the Franco-Prussian War.
  • B. Vincent de Gournay
    Vincent de Gournay was an 18th-century French economist and intendant of commerce known as an early advocate of economic liberalism and the phrase "laissez faire, laissez passer."
  • C. Stanislas de Guaita
    Stanislas de Guaita was a French poet, occultist, and leading figure of the Symbolist movement known for his esoteric writings and role in fin-de-siècle occult revival.
  • D. L’Abbé Constantin
    L’Abbé Constantin is a popular 1882 French novel by Ludovic Halévy that tells the sentimental story of a conservative country priest whose values are challenged by the arrival of wealthy American Protestants in his parish.
  • E. Lucien de Rubempré
    Lucien de Rubempré is an ambitious but ultimately tragic young poet and social climber in Honoré de Balzac’s La Comédie humaine, whose rise and fall epitomize the corrupting allure of Parisian high society.
  • 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d7f2fd08190ab959742dbd8f9c0 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6349d29c481909a37fd386cc06575 completed May 2, 2026, 5:30 p.m.
NEDg Description generation batch_69f635c3782c8190ad9a1f7e3aa9748a completed May 2, 2026, 5:34 p.m.
NED2 Entity disambiguation (via description) batch_69f636d727a08190882eec3fd664b64d completed May 2, 2026, 5:39 p.m.
Created at: April 8, 2026, 9:55 p.m.