Triple

T10367481
Position Surface form Disambiguated ID Type / Status
Subject Heartbreaker E244292 entity
Predicate producer P490 FINISHED
Object Laurent Zeitoun
Laurent Zeitoun is a French film producer known for his work on popular romantic comedies and international co-productions.
 E860623 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: Laurent Zeitoun | Statement: [Heartbreaker, producer, Laurent Zeitoun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Laurent Zeitoun
Context triple: [Heartbreaker, producer, Laurent Zeitoun]
  • A. Zeitoun
    "Zeitoun" is a non-fiction book by Dave Eggers that chronicles the experiences of a Syrian-American man and his family in New Orleans during and after Hurricane Katrina.
  • B. Simon Aboud
    Simon Aboud is a British filmmaker and writer known for directing films such as "Comes a Bright Day" and for his work in advertising and photography-related projects.
  • C. Roland Dumas
    Roland Dumas is a French politician and diplomat who served as France’s foreign minister and played a key role in major late–Cold War and European integration negotiations.
  • D. Jamal Adeen Thomas
    Jamal Adeen Thomas is the son of U.S. Supreme Court Justice Clarence Thomas and is known for maintaining a relatively private life outside of his father's public and judicial prominence.
  • E. Sam Anas
    Sam Anas is an American professional ice hockey forward known for his high-scoring collegiate career at Quinnipiac University and subsequent play in the AHL and European leagues.
  • 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: Laurent Zeitoun
Triple: [Heartbreaker, producer, Laurent Zeitoun]
Generated description
Laurent Zeitoun is a French film producer known for his work on popular romantic comedies and international co-productions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Laurent Zeitoun
Target entity description: Laurent Zeitoun is a French film producer known for his work on popular romantic comedies and international co-productions.
  • A. Zeitoun
    "Zeitoun" is a non-fiction book by Dave Eggers that chronicles the experiences of a Syrian-American man and his family in New Orleans during and after Hurricane Katrina.
  • B. Simon Aboud
    Simon Aboud is a British filmmaker and writer known for directing films such as "Comes a Bright Day" and for his work in advertising and photography-related projects.
  • C. Roland Dumas
    Roland Dumas is a French politician and diplomat who served as France’s foreign minister and played a key role in major late–Cold War and European integration negotiations.
  • D. Jamal Adeen Thomas
    Jamal Adeen Thomas is the son of U.S. Supreme Court Justice Clarence Thomas and is known for maintaining a relatively private life outside of his father's public and judicial prominence.
  • E. Sam Anas
    Sam Anas is an American professional ice hockey forward known for his high-scoring collegiate career at Quinnipiac University and subsequent play in the AHL and European leagues.
  • 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_69d79546b078819089dec7628c95a681 completed April 9, 2026, 12:02 p.m.
NEDg Description generation batch_69d7bdde34408190a047ede29b91e182 completed April 9, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_69d7e5fc6a008190b2a2326840074b53 completed April 9, 2026, 5:46 p.m.
Created at: April 6, 2026, noon