Triple

T16022518
Position Surface form Disambiguated ID Type / Status
Subject Jennifer Leigh Morrow E388635 entity
Predicate notableWork P4 FINISHED
Object The Machinist
The Machinist is a 2004 psychological thriller film starring Christian Bale as an industrial worker tormented by insomnia, paranoia, and guilt, leading to a gradual unraveling of his sanity.
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: [Jennifer Leigh Morrow, notableWork, The Machinist]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Machinist
Context triple: [Jennifer Leigh Morrow, notableWork, The Machinist]
  • A. 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.
  • B. 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.
  • C. Blow
    Blow is a 2001 crime drama film that chronicles the rise and fall of American cocaine smuggler George Jung within the 1970s–1980s drug trade.
  • D. Blow
    "Blow" is a disco-funk inspired song by Beyoncé, known for its sensual lyrics, retro production, and vibrant roller-disco themed visuals.
  • E. Blow
    Blow is a track by the American heavy metal band Bastard, known for its aggressive sound and raw energy.
  • 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: [Jennifer Leigh Morrow, notableWork, The Machinist]
Generated description
The Machinist is a 2004 psychological thriller film starring Christian Bale as an industrial worker tormented by insomnia, paranoia, and guilt, leading to a gradual unraveling of his sanity.
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 starring Christian Bale as an industrial worker tormented by insomnia, paranoia, and guilt, leading to a gradual unraveling of his sanity.
  • A. The Machinist chosen
    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.
  • B. 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.
  • C. Blow
    Blow is a 2001 crime drama film that chronicles the rise and fall of American cocaine smuggler George Jung within the 1970s–1980s drug trade.
  • D. Blow
    "Blow" is a disco-funk inspired song by Beyoncé, known for its sensual lyrics, retro production, and vibrant roller-disco themed visuals.
  • E. Blow
    Blow is a track by the American heavy metal band Bastard, known for its aggressive sound and raw energy.
  • F. None of above.

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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e18323fc0881908bab7126d9ccf67d completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf2f7c4c8190b1290ac28aad8cd0 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffd065cb948190b0ad7e89a12ce535 completed May 10, 2026, 12:25 a.m.
NED2 Entity disambiguation (via description) batch_69ffd1a52de08190a7b283af83be1f42 completed May 10, 2026, 12:30 a.m.
Created at: April 10, 2026, 4:55 a.m.