Triple

T10367479
Position Surface form Disambiguated ID Type / Status
Subject Heartbreaker E244292 entity
Predicate director P255 FINISHED
Object Pascal Chaumeil
Pascal Chaumeil was a French film director best known internationally for his romantic comedy "Heartbreaker" and his work in contemporary French cinema.
E1024704 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: Pascal Chaumeil | Statement: [Heartbreaker, director, Pascal Chaumeil]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pascal Chaumeil
Context triple: [Heartbreaker, director, Pascal Chaumeil]
  • A. Pascal Daloz
    Pascal Daloz is a French business executive known for his senior leadership roles at Dassault Systèmes, where he has been instrumental in driving the company’s strategic growth and innovation.
  • B. Paul Brousse
    Paul Brousse was a French socialist leader and physician who became a prominent figure in the late 19th-century workers’ movement and an influential theorist of reformist socialism.
  • C. Louis Boisot
    Louis Boisot was a Dutch nobleman and admiral of the Sea Beggars who played a key role in the Dutch Revolt by helping to relieve the besieged city of Leiden in 1574.
  • D. François Chattot
    François Chattot is a French actor known for his work in film, theatre, and television.
  • E. Jacques Defforey
    Jacques Defforey was a French businessman best known as one of the founders of the multinational retail corporation Carrefour.
  • 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: Pascal Chaumeil
Triple: [Heartbreaker, director, Pascal Chaumeil]
Generated description
Pascal Chaumeil was a French film director best known internationally for his romantic comedy "Heartbreaker" and his work in contemporary French cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pascal Chaumeil
Target entity description: Pascal Chaumeil was a French film director best known internationally for his romantic comedy "Heartbreaker" and his work in contemporary French cinema.
  • A. Pascal Daloz
    Pascal Daloz is a French business executive known for his senior leadership roles at Dassault Systèmes, where he has been instrumental in driving the company’s strategic growth and innovation.
  • B. Paul Brousse
    Paul Brousse was a French socialist leader and physician who became a prominent figure in the late 19th-century workers’ movement and an influential theorist of reformist socialism.
  • C. Louis Boisot
    Louis Boisot was a Dutch nobleman and admiral of the Sea Beggars who played a key role in the Dutch Revolt by helping to relieve the besieged city of Leiden in 1574.
  • D. François Chattot
    François Chattot is a French actor known for his work in film, theatre, and television.
  • E. Jacques Defforey
    Jacques Defforey was a French businessman best known as one of the founders of the multinational retail corporation Carrefour.
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e96fd6f081908f630a16106996d9 completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f6eabf5ed88190b6de7b99b5ab590f completed May 3, 2026, 6:27 a.m.
NEDg Description generation batch_69f6ee85e39081908bf3b244a5fed083 completed May 3, 2026, 6:43 a.m.
NED2 Entity disambiguation (via description) batch_69f6ef1310308190900b889a45b9da28 completed May 3, 2026, 6:45 a.m.
Created at: April 6, 2026, noon