Triple

T9759800
Position Surface form Disambiguated ID Type / Status
Subject The Man Who Loved Women E236639 entity
Predicate producer P490 FINISHED
Object Marcel Berbert
Marcel Berbert was a French film producer known for his collaborations with prominent directors such as François Truffaut during the mid-20th century.
 E820587 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: Marcel Berbert | Statement: [The Man Who Loved Women, producer, Marcel Berbert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marcel Berbert
Context triple: [The Man Who Loved Women, producer, Marcel Berbert]
  • A. Bruno Barbey
    Bruno Barbey was a renowned French-Moroccan photojournalist celebrated for his vivid color photography and extensive work documenting political unrest and cultural life around the world.
  • B. Boris Dilliès
    Boris Dilliès is a Belgian politician known for serving as the mayor of the Brussels municipality of Uccle.
  • C. Marcel Weber
    Marcel Weber is a personal name shared by multiple individuals, most commonly of German-speaking or Swiss origin, and may refer to various figures in fields such as sports, academia, or the arts.
  • D. Jules Repond
    Jules Repond was a Swiss military officer best known for redesigning and modernizing the distinctive Renaissance-style uniforms of the Vatican's Swiss Guard in the early 20th century.
  • E. Felix Bressart
    Felix Bressart was a German-American character actor known for his warm, comedic supporting roles in classic Hollywood films of the 1930s and 1940s.
  • 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: Marcel Berbert
Triple: [The Man Who Loved Women, producer, Marcel Berbert]
Generated description
Marcel Berbert was a French film producer known for his collaborations with prominent directors such as François Truffaut during the mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marcel Berbert
Target entity description: Marcel Berbert was a French film producer known for his collaborations with prominent directors such as François Truffaut during the mid-20th century.
  • A. Bruno Barbey
    Bruno Barbey was a renowned French-Moroccan photojournalist celebrated for his vivid color photography and extensive work documenting political unrest and cultural life around the world.
  • B. Boris Dilliès
    Boris Dilliès is a Belgian politician known for serving as the mayor of the Brussels municipality of Uccle.
  • C. Marcel Weber
    Marcel Weber is a personal name shared by multiple individuals, most commonly of German-speaking or Swiss origin, and may refer to various figures in fields such as sports, academia, or the arts.
  • D. Jules Repond
    Jules Repond was a Swiss military officer best known for redesigning and modernizing the distinctive Renaissance-style uniforms of the Vatican's Swiss Guard in the early 20th century.
  • E. Felix Bressart
    Felix Bressart was a German-American character actor known for his warm, comedic supporting roles in classic Hollywood films of the 1930s and 1940s.
  • 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_69ca84d64f6c8190a4ed4e9f5936eda5 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda049995c81908569ec61805642b2 completed April 1, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1bcdbdbcc8190b2c454729a50f7fb completed April 5, 2026, 1:37 a.m.
NEDg Description generation batch_69d1be0b960c8190a3c24c8c80cfbe9d completed April 5, 2026, 1:42 a.m.
NED2 Entity disambiguation (via description) batch_69d1bec20dec8190be32069ddf94b915 completed April 5, 2026, 1:45 a.m.
Created at: March 30, 2026, 8:24 p.m.