Triple

T1725372
Position Surface form Disambiguated ID Type / Status
Subject The Dead Zone E37483 entity
Predicate filmAdaptationDirector P255 FINISHED
Object David Cronenberg
David Cronenberg is a Canadian filmmaker renowned for his influential body horror and psychological thriller films, such as "The Fly," "Videodrome," and "Crash."
E194781 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 Cronenberg | Statement: [The Dead Zone, filmAdaptationDirector, David Cronenberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Cronenberg
Context triple: [The Dead Zone, filmAdaptationDirector, David Cronenberg]
  • A. 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."
  • B. Denis Villeneuve
    Denis Villeneuve is a critically acclaimed Canadian film director known for visually striking, atmospheric works such as Arrival, Blade Runner 2049, and the Dune films.
  • C. Nicolas Winding Refn
    Nicolas Winding Refn is a Danish filmmaker known for his stylish, ultra-violent films such as "Drive," "Bronson," and "Only God Forgives."
  • D. Paul Schrader
    Paul Schrader is an American filmmaker and screenwriter known for his intense, psychologically driven dramas and frequent collaborations with director Martin Scorsese.
  • E. Peter Greenaway
    Peter Greenaway is a British film director, screenwriter, and artist known for his visually stylized, intellectually dense films that blend cinema with painting, architecture, and literature.
  • 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 Cronenberg
Triple: [The Dead Zone, filmAdaptationDirector, David Cronenberg]
Generated description
David Cronenberg is a Canadian filmmaker renowned for his influential body horror and psychological thriller films, such as "The Fly," "Videodrome," and "Crash."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Cronenberg
Target entity description: David Cronenberg is a Canadian filmmaker renowned for his influential body horror and psychological thriller films, such as "The Fly," "Videodrome," and "Crash."
  • A. 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."
  • B. Denis Villeneuve
    Denis Villeneuve is a critically acclaimed Canadian film director known for visually striking, atmospheric works such as Arrival, Blade Runner 2049, and the Dune films.
  • C. Nicolas Winding Refn
    Nicolas Winding Refn is a Danish filmmaker known for his stylish, ultra-violent films such as "Drive," "Bronson," and "Only God Forgives."
  • D. Paul Schrader
    Paul Schrader is an American filmmaker and screenwriter known for his intense, psychologically driven dramas and frequent collaborations with director Martin Scorsese.
  • E. Peter Greenaway
    Peter Greenaway is a British film director, screenwriter, and artist known for his visually stylized, intellectually dense films that blend cinema with painting, architecture, and literature.
  • 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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa635cad5481908e6c04a230d3b0bb completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8af329a481908cbd3cf351fabfd5 completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad957ce41881909f1e214ebf4b08a4 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97b479bc81908b5f75b5df41f577 completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:30 p.m.