Triple

T2405505
Position Surface form Disambiguated ID Type / Status
Subject Christian Bale E50267 entity
Predicate notableWork P4 FINISHED
Object The Machinist
The Machinist is a 2004 psychological thriller film known for Christian Bale’s extreme physical transformation to play an insomniac factory worker descending into paranoia and guilt.
E264223 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: The Machinist | Statement: [Christian Bale, notableWork, The Machinist]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Machinist
Context triple: [Christian Bale, notableWork, The Machinist]
  • A. Requiem for a Dream
    Requiem for a Dream is a psychological drama film directed by Darren Aronofsky that portrays the devastating impact of addiction on four interconnected characters.
  • B. Logorama
    Logorama is a 2009 French animated short film that satirically depicts a world made entirely of corporate logos and mascots.
  • C. Overlook
    Overlook is a residential neighborhood in North Portland, Oregon, known for its bluff-top views over the Willamette River and easy access to downtown.
  • D. Dogville
    Dogville is a 2003 avant-garde drama film written and directed by Lars von Trier, known for its minimalist stage-like set and allegorical exploration of human nature and cruelty.
  • E. The 25th Hour
    The 25th Hour is a novel by David Benioff that follows a convicted drug dealer’s final day of freedom in New York City before beginning a seven-year prison sentence.
  • 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: The Machinist
Triple: [Christian Bale, notableWork, The Machinist]
Generated description
The Machinist is a 2004 psychological thriller film known for Christian Bale’s extreme physical transformation to play an insomniac factory worker descending into paranoia and guilt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Machinist
Target entity description: The Machinist is a 2004 psychological thriller film known for Christian Bale’s extreme physical transformation to play an insomniac factory worker descending into paranoia and guilt.
  • A. Requiem for a Dream
    Requiem for a Dream is a psychological drama film directed by Darren Aronofsky that portrays the devastating impact of addiction on four interconnected characters.
  • B. Logorama
    Logorama is a 2009 French animated short film that satirically depicts a world made entirely of corporate logos and mascots.
  • C. Overlook
    Overlook is a residential neighborhood in North Portland, Oregon, known for its bluff-top views over the Willamette River and easy access to downtown.
  • D. Dogville
    Dogville is a 2003 avant-garde drama film written and directed by Lars von Trier, known for its minimalist stage-like set and allegorical exploration of human nature and cruelty.
  • E. The 25th Hour
    The 25th Hour is a novel by David Benioff that follows a convicted drug dealer’s final day of freedom in New York City before beginning a seven-year prison sentence.
  • 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_69a88b0339a88190a1207333cd271cc9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc8fb78408190b99fa8b4dfaaa75d completed March 7, 2026, 6:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3e95334819093923b0c36b968f2 completed March 9, 2026, 11:50 a.m.
NEDg Description generation batch_69aeb7b2d8f88190a12ce00000735fd6 completed March 9, 2026, 12:06 p.m.
NED2 Entity disambiguation (via description) batch_69aeb827504c8190bd458e79193d51cc completed March 9, 2026, 12:08 p.m.
Created at: March 4, 2026, 7:58 p.m.