Triple

T379878
Position Surface form Disambiguated ID Type / Status
Subject New Hollywood E8654 entity
Predicate notableDirector P4744 FINISHED
Object Martin Scorsese
Martin Scorsese is an acclaimed American filmmaker known for his influential, character-driven crime dramas and explorations of morality, violence, and identity in films such as "Taxi Driver," "Raging Bull," and "Goodfellas."
E48459 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 Scorsese | Statement: [New Hollywood, notableDirector, Martin Scorsese]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martin Scorsese
Context triple: [New Hollywood, notableDirector, Martin Scorsese]
  • A. Francis Ford Coppola
    Francis Ford Coppola is an acclaimed American filmmaker and key figure of the New Hollywood movement, best known for directing classics such as The Godfather trilogy and Apocalypse Now.
  • B. Quentin Tarantino
    Quentin Tarantino is an acclaimed American filmmaker and screenwriter known for his stylized violence, nonlinear storytelling, and dialogue-driven cult classics such as Pulp Fiction, Kill Bill, and Inglourious Basterds.
  • C. Guy Ritchie
    Guy Ritchie is a British film director and screenwriter best known for his fast-paced, stylized crime comedies such as "Lock, Stock and Two Smoking Barrels," "Snatch," and "The Gentlemen."
  • D. Robert Rodriguez
    Robert Rodriguez is an American filmmaker known for his stylish, action-driven movies such as "Desperado," "From Dusk Till Dawn," and the "Spy Kids" series, often made with a distinctive low-budget, DIY approach.
  • E. Steven Spielberg
    Steven Spielberg is an acclaimed American film director, producer, and screenwriter known for shaping modern cinema with classics such as Jaws, E.T. the Extra-Terrestrial, Jurassic Park, and Schindler’s List.
  • 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 Scorsese
Triple: [New Hollywood, notableDirector, Martin Scorsese]
Generated description
Martin Scorsese is an acclaimed American filmmaker known for his influential, character-driven crime dramas and explorations of morality, violence, and identity in films such as "Taxi Driver," "Raging Bull," and "Goodfellas."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martin Scorsese
Target entity description: Martin Scorsese is an acclaimed American filmmaker known for his influential, character-driven crime dramas and explorations of morality, violence, and identity in films such as "Taxi Driver," "Raging Bull," and "Goodfellas."
  • A. Francis Ford Coppola
    Francis Ford Coppola is an acclaimed American filmmaker and key figure of the New Hollywood movement, best known for directing classics such as The Godfather trilogy and Apocalypse Now.
  • B. Quentin Tarantino
    Quentin Tarantino is an acclaimed American filmmaker and screenwriter known for his stylized violence, nonlinear storytelling, and dialogue-driven cult classics such as Pulp Fiction, Kill Bill, and Inglourious Basterds.
  • C. Guy Ritchie
    Guy Ritchie is a British film director and screenwriter best known for his fast-paced, stylized crime comedies such as "Lock, Stock and Two Smoking Barrels," "Snatch," and "The Gentlemen."
  • D. Robert Rodriguez
    Robert Rodriguez is an American filmmaker known for his stylish, action-driven movies such as "Desperado," "From Dusk Till Dawn," and the "Spy Kids" series, often made with a distinctive low-budget, DIY approach.
  • E. Steven Spielberg
    Steven Spielberg is an acclaimed American film director, producer, and screenwriter known for shaping modern cinema with classics such as Jaws, E.T. the Extra-Terrestrial, Jurassic Park, and Schindler’s List.
  • 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_69a3faffa5848190b77503516f3d0ba6 completed March 1, 2026, 8:38 a.m.
NEDg Description generation batch_69a3fb912d9881909d8eb02cdae70163 completed March 1, 2026, 8:40 a.m.
NED2 Entity disambiguation (via description) batch_69a3fd99e73c8190b5a92856ca0a4b82 completed March 1, 2026, 8:49 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.