Triple

T551373
Position Surface form Disambiguated ID Type / Status
Subject The Lost City of Z E11846 entity
Predicate director P255 FINISHED
Object 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."
E70062 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: James Gray | Statement: [The Lost City of Z, director, James Gray]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Gray
Context triple: [The Lost City of Z, director, James Gray]
  • A. 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.
  • B. Bill Condon
    Bill Condon is an American film director and screenwriter known for works such as "Gods and Monsters," "Dreamgirls," and Disney's live-action "Beauty and the Beast."
  • C. Chris Weitz
    Chris Weitz is an American filmmaker, screenwriter, and producer known for directing films such as "About a Boy" and "The Golden Compass" and for co-directing "American Pie."
  • D. Terrence Malick
    Terrence Malick is an American filmmaker renowned for his visually poetic, philosophical films that often explore nature, memory, and spirituality.
  • E. Darren Aronofsky
    Darren Aronofsky is an American filmmaker known for his psychologically intense, visually distinctive films such as "Requiem for a Dream," "Black Swan," and "The Wrestler."
  • 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: James Gray
Triple: [The Lost City of Z, director, James Gray]
Generated description
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."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Gray
Target entity description: 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."
  • A. 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.
  • B. Bill Condon
    Bill Condon is an American film director and screenwriter known for works such as "Gods and Monsters," "Dreamgirls," and Disney's live-action "Beauty and the Beast."
  • C. Chris Weitz
    Chris Weitz is an American filmmaker, screenwriter, and producer known for directing films such as "About a Boy" and "The Golden Compass" and for co-directing "American Pie."
  • D. Terrence Malick
    Terrence Malick is an American filmmaker renowned for his visually poetic, philosophical films that often explore nature, memory, and spirituality.
  • E. Darren Aronofsky
    Darren Aronofsky is an American filmmaker known for his psychologically intense, visually distinctive films such as "Requiem for a Dream," "Black Swan," and "The Wrestler."
  • 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_69a4932941d08190815efd422f0b4ca7 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a499030cf4819089b9163102255e49 completed March 1, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4e9b92f1c8190bdcf5ae3a07edb3a completed March 2, 2026, 1:36 a.m.
NEDg Description generation batch_69a4ea5488948190aab4d3ef1696844f completed March 2, 2026, 1:39 a.m.
NED2 Entity disambiguation (via description) batch_69a4eaa40a608190b567fb808b0a7dd1 completed March 2, 2026, 1:40 a.m.
Created at: March 1, 2026, 7:32 p.m.