Triple

T2644760
Position Surface form Disambiguated ID Type / Status
Subject Children of Men E62957 entity
Predicate screenwriter P2831 FINISHED
Object David Arata
David Arata is an American screenwriter best known for co-writing the acclaimed dystopian film "Children of Men."
 E285429 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 Arata | Statement: [Children of Men, screenwriter, David Arata]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Arata
Context triple: [Children of Men, screenwriter, David Arata]
  • A. Michael Athans
    Michael Athans was a prominent control theorist and MIT professor known for his pioneering contributions to modern control theory and systems engineering.
  • B. Paul Devorski
    Paul Devorski is a retired Canadian National Hockey League referee known for officiating numerous high-profile games over his long career.
  • C. Anthony Katagas
    Anthony Katagas is an American film producer known for his work on acclaimed independent and studio films, including collaborations with prominent directors such as James Gray.
  • D. David Julyan
    David Julyan is a British film composer best known for his atmospheric scores for Christopher Nolan’s early films, including Memento, Insomnia, and The Prestige.
  • E. Joshua Haldeman
    Joshua Haldeman was a Canadian-born chiropractor, adventurer, and political activist known for his trans-African flights and as the grandfather of entrepreneur Elon Musk.
  • 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 Arata
Triple: [Children of Men, screenwriter, David Arata]
Generated description
David Arata is an American screenwriter best known for co-writing the acclaimed dystopian film "Children of Men."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Arata
Target entity description: David Arata is an American screenwriter best known for co-writing the acclaimed dystopian film "Children of Men."
  • A. Michael Athans
    Michael Athans was a prominent control theorist and MIT professor known for his pioneering contributions to modern control theory and systems engineering.
  • B. Paul Devorski
    Paul Devorski is a retired Canadian National Hockey League referee known for officiating numerous high-profile games over his long career.
  • C. Anthony Katagas
    Anthony Katagas is an American film producer known for his work on acclaimed independent and studio films, including collaborations with prominent directors such as James Gray.
  • D. David Julyan
    David Julyan is a British film composer best known for his atmospheric scores for Christopher Nolan’s early films, including Memento, Insomnia, and The Prestige.
  • E. Joshua Haldeman
    Joshua Haldeman was a Canadian-born chiropractor, adventurer, and political activist known for his trans-African flights and as the grandfather of entrepreneur Elon Musk.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd917192081908e7a2cf780a17b83 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98c50d108190b716dd51c34d3759 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af9952a95881908d01aa13f5feef43 completed March 10, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_69af99e68f10819094d758d3a4bc2e9c completed March 10, 2026, 4:11 a.m.
Created at: March 6, 2026, 9:53 p.m.