Triple

T18139866
Position Surface form Disambiguated ID Type / Status
Subject L'Effrontée E434232 entity
Predicate screenwriter P2831 FINISHED
Object Luc Béraud
Luc Béraud is a French screenwriter and film director known for his work on numerous acclaimed French films since the 1970s.
E1381751 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: Luc Béraud | Statement: [L'Effrontée, screenwriter, Luc Béraud]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luc Béraud
Context triple: [L'Effrontée, screenwriter, Luc Béraud]
  • A. Jean Béraud
    Jean Béraud was a French painter renowned for his detailed and lively depictions of Parisian life during the Belle Époque.
  • B. Louis Anquetin
    Louis Anquetin was a French Post-Impressionist painter known for his bold use of flat color areas and outlines, and for helping pioneer the Cloisonnist style in late 19th-century Paris.
  • C. Louis Gohier
    Louis Gohier was a French lawyer and politician who served as a member of the French Directory during the late stages of the French Revolution.
  • D. Claude Bazire
    Claude Bazire was a French revolutionary politician and member of the National Convention who played an active role in the radical phase of the French Revolution before his execution during the Reign of Terror.
  • E. Jean-Pierre Dufau
    Jean-Pierre Dufau is a French politician known for his role in centrist politics, including helping to establish the Union of Democrats and Independents (UDI).
  • 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: Luc Béraud
Triple: [L'Effrontée, screenwriter, Luc Béraud]
Generated description
Luc Béraud is a French screenwriter and film director known for his work on numerous acclaimed French films since the 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luc Béraud
Target entity description: Luc Béraud is a French screenwriter and film director known for his work on numerous acclaimed French films since the 1970s.
  • A. Jean Béraud
    Jean Béraud was a French painter renowned for his detailed and lively depictions of Parisian life during the Belle Époque.
  • B. Louis Anquetin
    Louis Anquetin was a French Post-Impressionist painter known for his bold use of flat color areas and outlines, and for helping pioneer the Cloisonnist style in late 19th-century Paris.
  • C. Louis Gohier
    Louis Gohier was a French lawyer and politician who served as a member of the French Directory during the late stages of the French Revolution.
  • D. Claude Bazire
    Claude Bazire was a French revolutionary politician and member of the National Convention who played an active role in the radical phase of the French Revolution before his execution during the Reign of Terror.
  • E. Jean-Pierre Dufau
    Jean-Pierre Dufau is a French politician known for his role in centrist politics, including helping to establish the Union of Democrats and Independents (UDI).
  • 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_69d8b90aac308190801e2c57d8c5bfe5 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de0a59d08190be74c1ecc00a8f3a completed April 19, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074e5e9fb88190aab63e3d3318b63b completed May 15, 2026, 4:48 p.m.
NEDg Description generation batch_6a074f4f3c008190b6483a994b2309cd completed May 15, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_6a075019f0b48190ae2469b1979e6cce completed May 15, 2026, 4:55 p.m.
Created at: April 10, 2026, 10:29 a.m.