Triple

T379891
Position Surface form Disambiguated ID Type / Status
Subject New Hollywood E8654 entity
Predicate notableDirector P4744 FINISHED
Object John Cassavetes
John Cassavetes was an influential American independent filmmaker and actor, renowned for his raw, improvisational style and pioneering role in modern character-driven cinema.
E53441 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: John Cassavetes | Statement: [New Hollywood, notableDirector, John Cassavetes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Cassavetes
Context triple: [New Hollywood, notableDirector, John Cassavetes]
  • A. Hal Ashby
    Hal Ashby was an influential American film director and editor of the New Hollywood era, known for acclaimed, offbeat classics such as "Harold and Maude," "Shampoo," and "Being There."
  • B. Arthur Penn
    Arthur Penn was an influential American film director whose innovative, character-driven works like "Bonnie and Clyde" helped define the New Hollywood era.
  • C. Robert Altman
    Robert Altman was an influential American filmmaker known for his innovative ensemble casts, overlapping dialogue, and satirical, genre-defying films such as "M*A*S*H," "Nashville," and "Short Cuts."
  • D. Peter Bogdanovich
    Peter Bogdanovich was an influential American filmmaker, critic, and historian associated with the New Hollywood movement, best known for directing films like "The Last Picture Show" and "Paper Moon."
  • E. Elia Kazan
    Elia Kazan was a prominent 20th-century American film and theatre director known for influential works like "On the Waterfront" and "A Streetcar Named Desire" and for launching the careers of several major actors.
  • 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: John Cassavetes
Triple: [New Hollywood, notableDirector, John Cassavetes]
Generated description
John Cassavetes was an influential American independent filmmaker and actor, renowned for his raw, improvisational style and pioneering role in modern character-driven cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Cassavetes
Target entity description: John Cassavetes was an influential American independent filmmaker and actor, renowned for his raw, improvisational style and pioneering role in modern character-driven cinema.
  • A. Hal Ashby
    Hal Ashby was an influential American film director and editor of the New Hollywood era, known for acclaimed, offbeat classics such as "Harold and Maude," "Shampoo," and "Being There."
  • B. Arthur Penn
    Arthur Penn was an influential American film director whose innovative, character-driven works like "Bonnie and Clyde" helped define the New Hollywood era.
  • C. Robert Altman
    Robert Altman was an influential American filmmaker known for his innovative ensemble casts, overlapping dialogue, and satirical, genre-defying films such as "M*A*S*H," "Nashville," and "Short Cuts."
  • D. Peter Bogdanovich
    Peter Bogdanovich was an influential American filmmaker, critic, and historian associated with the New Hollywood movement, best known for directing films like "The Last Picture Show" and "Paper Moon."
  • E. Elia Kazan
    Elia Kazan was a prominent 20th-century American film and theatre director known for influential works like "On the Waterfront" and "A Streetcar Named Desire" and for launching the careers of several major actors.
  • 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_69a2e7f47dd08190a4e294ccbbe46cd4 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec2b07248190979229bad3a741c9 completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4253ec4d48190bdaaf385c9a8e4a9 completed March 1, 2026, 11:38 a.m.
NEDg Description generation batch_69a42919a09c819094b41c333bb1aa2e completed March 1, 2026, 11:55 a.m.
NED2 Entity disambiguation (via description) batch_69a4296cb3f48190b56227620ce5ce59 completed March 1, 2026, 11:56 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.