Triple

T3239447
Position Surface form Disambiguated ID Type / Status
Subject Beverly Hills Cop E67932 entity
Predicate director P255 FINISHED
Object Martin Brest
Martin Brest is an American film director, screenwriter, and producer best known for popular hits like "Beverly Hills Cop," "Midnight Run," and "Scent of a Woman."
E342292 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: Martin Brest | Statement: [Beverly Hills Cop, director, Martin Brest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martin Brest
Context triple: [Beverly Hills Cop, director, Martin Brest]
  • A. Bart Freundlich
    Bart Freundlich is an American film director, screenwriter, and producer known for independent dramas and for his long-term collaboration and marriage with actress Julianne Moore.
  • B. Roger Spottiswoode
    Roger Spottiswoode is a British-Canadian film director and editor known for directing a range of Hollywood features, including the James Bond film "Tomorrow Never Dies."
  • C. Jon Amiel
    Jon Amiel is a British film and television director known for works such as "The Singing Detective," "Copycat," and "Entrapment."
  • D. John Hyams
    John Hyams is an American film and television director, producer, and screenwriter known for his work in action and horror, including the series "Black Summer" and entries in the "Universal Soldier" franchise.
  • E. Sam Wood
    Sam Wood was an American film director best known for his work during Hollywood’s Golden Age, including classics such as "A Night at the Opera," "Goodbye, Mr. Chips," and "The Pride of the Yankees."
  • 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: Martin Brest
Triple: [Beverly Hills Cop, director, Martin Brest]
Generated description
Martin Brest is an American film director, screenwriter, and producer best known for popular hits like "Beverly Hills Cop," "Midnight Run," and "Scent of a Woman."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martin Brest
Target entity description: Martin Brest is an American film director, screenwriter, and producer best known for popular hits like "Beverly Hills Cop," "Midnight Run," and "Scent of a Woman."
  • A. Bart Freundlich
    Bart Freundlich is an American film director, screenwriter, and producer known for independent dramas and for his long-term collaboration and marriage with actress Julianne Moore.
  • B. Roger Spottiswoode
    Roger Spottiswoode is a British-Canadian film director and editor known for directing a range of Hollywood features, including the James Bond film "Tomorrow Never Dies."
  • C. Jon Amiel
    Jon Amiel is a British film and television director known for works such as "The Singing Detective," "Copycat," and "Entrapment."
  • D. John Hyams
    John Hyams is an American film and television director, producer, and screenwriter known for his work in action and horror, including the series "Black Summer" and entries in the "Universal Soldier" franchise.
  • E. Sam Wood
    Sam Wood was an American film director best known for his work during Hollywood’s Golden Age, including classics such as "A Night at the Opera," "Goodbye, Mr. Chips," and "The Pride of the Yankees."
  • 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_69ad858d27348190abb61c280b4c86a9 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaef4c0bc819095e4f84296fe7cb6 completed March 8, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69b28eadeff481909bd48cdf51044f86 completed March 12, 2026, 10 a.m.
NEDg Description generation batch_69b28f9e12488190b93355b783300264 completed March 12, 2026, 10:04 a.m.
NED2 Entity disambiguation (via description) batch_69b2c092063481909982dea3f71c00c1 completed March 12, 2026, 1:33 p.m.
Created at: March 8, 2026, 3:08 p.m.