Triple

T726669
Position Surface form Disambiguated ID Type / Status
Subject Andrew Kevin Walker E14739 entity
Predicate collaboratedWith P435 FINISHED
Object David Fincher
David Fincher is an acclaimed American film director and producer known for his dark, stylish thrillers such as Se7en, Fight Club, and The Social Network.
E92491 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: David Fincher | Statement: [Andrew Kevin Walker, collaboratedWith, David Fincher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Fincher
Context triple: [Andrew Kevin Walker, collaboratedWith, David Fincher]
  • A. Christopher Nolan
    Christopher Nolan is a British-American filmmaker renowned for his intellectually ambitious, visually striking blockbusters such as Inception, The Dark Knight trilogy, and Interstellar.
  • B. James Gray
    James Gray is an American filmmaker known for his character-driven dramas and visually rich, classical storytelling in films such as "The Lost City of Z," "Ad Astra," and "We Own the Night."
  • C. Eric Roth
    Eric Roth is an acclaimed American screenwriter best known for writing the Oscar-winning screenplay for "Forrest Gump" and contributing to numerous other major films.
  • D. Jonathan Demme
    Jonathan Demme was an American film director best known for his eclectic body of work, including the Oscar-winning thriller "The Silence of the Lambs" and acclaimed music documentaries like "Stop Making Sense."
  • E. Steven Zaillian
    Steven Zaillian is an acclaimed American screenwriter and filmmaker known for writing award-winning films such as Schindler’s List, Gangs of New York, and The Irishman.
  • 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: David Fincher
Triple: [Andrew Kevin Walker, collaboratedWith, David Fincher]
Generated description
David Fincher is an acclaimed American film director and producer known for his dark, stylish thrillers such as Se7en, Fight Club, and The Social Network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Fincher
Target entity description: David Fincher is an acclaimed American film director and producer known for his dark, stylish thrillers such as Se7en, Fight Club, and The Social Network.
  • A. Christopher Nolan
    Christopher Nolan is a British-American filmmaker renowned for his intellectually ambitious, visually striking blockbusters such as Inception, The Dark Knight trilogy, and Interstellar.
  • B. James Gray
    James Gray is an American filmmaker known for his character-driven dramas and visually rich, classical storytelling in films such as "The Lost City of Z," "Ad Astra," and "We Own the Night."
  • C. Eric Roth
    Eric Roth is an acclaimed American screenwriter best known for writing the Oscar-winning screenplay for "Forrest Gump" and contributing to numerous other major films.
  • D. Jonathan Demme
    Jonathan Demme was an American film director best known for his eclectic body of work, including the Oscar-winning thriller "The Silence of the Lambs" and acclaimed music documentaries like "Stop Making Sense."
  • E. Steven Zaillian
    Steven Zaillian is an acclaimed American screenwriter and filmmaker known for writing award-winning films such as Schindler’s List, Gangs of New York, and The Irishman.
  • 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_69a4934c753c81909b309027e48b9b3a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5a9adf08190bf2baade7e2e1c1c completed March 1, 2026, 8:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a66d936bbc81908708ee5d0fc82100 completed March 3, 2026, 5:11 a.m.
NEDg Description generation batch_69a66e0cec4c8190a2c5b0e46d409686 completed March 3, 2026, 5:13 a.m.
NED2 Entity disambiguation (via description) batch_69a671cc69308190b711849a537e4a99 completed March 3, 2026, 5:29 a.m.
Created at: March 1, 2026, 7:37 p.m.