Triple

T8601956
Position Surface form Disambiguated ID Type / Status
Subject Ezra Miller E203697 entity
Predicate notableWork P4 FINISHED
Object Madame Bovary (2014 film)
Madame Bovary (2014 film) is a period drama adaptation of Gustave Flaubert’s classic novel, featuring Ezra Miller among its principal cast.
 E744831 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 Bovary (2014 film) | Statement: [Ezra Miller, notableWork, Madame Bovary (2014 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Madame Bovary (2014 film)
Context triple: [Ezra Miller, notableWork, Madame Bovary (2014 film)]
  • A. Les Règles de l’art
    Les Règles de l’art is a major sociological study by Pierre Bourdieu that analyzes the social conditions of literary production and the emergence of the autonomous artistic field in 19th-century France.
  • B. Les Bourgeois
    "Les Bourgeois" is a famous satirical chanson by Belgian singer-songwriter Jacques Brel that criticizes middle-class hypocrisy and conformity.
  • C. Les Bons Bourgeois
    Les Bons Bourgeois is a satirical series of lithographs by Honoré Daumier that humorously critiques the manners, pretensions, and everyday life of the French middle class in the 19th century.
  • D. Trois femmes
    Trois femmes is a French film whose story centers on the intertwined lives and emotional struggles of three women.
  • E. Elle
    Elle is a globally recognized fashion and lifestyle magazine known for its coverage of style, beauty, culture, and celebrity features.
  • 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 Bovary (2014 film)
Triple: [Ezra Miller, notableWork, Madame Bovary (2014 film)]
Generated description
Madame Bovary (2014 film) is a period drama adaptation of Gustave Flaubert’s classic novel, featuring Ezra Miller among its principal cast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Madame Bovary (2014 film)
Target entity description: Madame Bovary (2014 film) is a period drama adaptation of Gustave Flaubert’s classic novel, featuring Ezra Miller among its principal cast.
  • A. Les Règles de l’art
    Les Règles de l’art is a major sociological study by Pierre Bourdieu that analyzes the social conditions of literary production and the emergence of the autonomous artistic field in 19th-century France.
  • B. Les Bourgeois
    "Les Bourgeois" is a famous satirical chanson by Belgian singer-songwriter Jacques Brel that criticizes middle-class hypocrisy and conformity.
  • C. Les Bons Bourgeois
    Les Bons Bourgeois is a satirical series of lithographs by Honoré Daumier that humorously critiques the manners, pretensions, and everyday life of the French middle class in the 19th century.
  • D. Trois femmes
    Trois femmes is a French film whose story centers on the intertwined lives and emotional struggles of three women.
  • E. Elle
    Elle is a globally recognized fashion and lifestyle magazine known for its coverage of style, beauty, culture, and celebrity features.
  • 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_69ca832b56948190ba751cec255308f1 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46da609881909a6d851915e8df14 completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea8f13f7081908317c1b2d87a51b2 completed April 2, 2026, 5:35 p.m.
NEDg Description generation batch_69cea9d0dad0819095134f6f8cafb4c0 completed April 2, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69ceaa7025388190a3f17aca46d4858e completed April 2, 2026, 5:42 p.m.
Created at: March 30, 2026, 6:24 p.m.