Triple

T20425304
Position Surface form Disambiguated ID Type / Status
Subject Chris Beckett E500983 entity
Predicate notableWork P4 FINISHED
Object The Holy Machine
The Holy Machine is a science fiction novel by Chris Beckett that explores themes of religion, artificial intelligence, and authoritarianism in a near-future dystopian society.
E1429153 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 Holy Machine | Statement: [Chris Beckett, notableWork, The Holy Machine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Holy Machine
Context triple: [Chris Beckett, notableWork, The Holy Machine]
  • A. Saviour Machine
    "Saviour Machine" is a dystopian-themed rock song by David Bowie that critiques authoritarian control and blind faith in technology.
  • B. Machina/The Machines of God
    Machina/The Machines of God is a 2000 concept album by American alternative rock band The Smashing Pumpkins, noted for its dense, guitar-driven sound and themes of fame, spirituality, and identity.
  • C. Honor Thy Mother
    "Honor Thy Mother" is a dramatic work by writer Robert L. Freedman, best known for his stage and television scripts.
  • D. The God of the Machine
    The God of the Machine is a 1943 book by Isabel Paterson that presents a foundational defense of individualism, capitalism, and limited government, and is considered a classic of early American libertarian thought.
  • E. The Rage Against God
    The Rage Against God is a memoir and polemical work by British journalist Peter Hitchens in which he recounts his journey from atheism to Christianity and critiques modern secularism.
  • 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 Holy Machine
Triple: [Chris Beckett, notableWork, The Holy Machine]
Generated description
The Holy Machine is a science fiction novel by Chris Beckett that explores themes of religion, artificial intelligence, and authoritarianism in a near-future dystopian society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Holy Machine
Target entity description: The Holy Machine is a science fiction novel by Chris Beckett that explores themes of religion, artificial intelligence, and authoritarianism in a near-future dystopian society.
  • A. Saviour Machine
    "Saviour Machine" is a dystopian-themed rock song by David Bowie that critiques authoritarian control and blind faith in technology.
  • B. Machina/The Machines of God
    Machina/The Machines of God is a 2000 concept album by American alternative rock band The Smashing Pumpkins, noted for its dense, guitar-driven sound and themes of fame, spirituality, and identity.
  • C. Honor Thy Mother
    "Honor Thy Mother" is a dramatic work by writer Robert L. Freedman, best known for his stage and television scripts.
  • D. The God of the Machine
    The God of the Machine is a 1943 book by Isabel Paterson that presents a foundational defense of individualism, capitalism, and limited government, and is considered a classic of early American libertarian thought.
  • E. The Rage Against God
    The Rage Against God is a memoir and polemical work by British journalist Peter Hitchens in which he recounts his journey from atheism to Christianity and critiques modern secularism.
  • 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_69e0b4aa68fc8190b1a14c55575ef04a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67ba7afa4819095c9b75fab3cbbfc completed April 20, 2026, 7:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087b2e7084819090d89779d8ebea38 completed May 16, 2026, 2:11 p.m.
NEDg Description generation batch_6a088017be588190ab94b8180e44ebf4 completed May 16, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_6a0880c45e1081908f439ade0c31a47e completed May 16, 2026, 2:35 p.m.
Created at: April 16, 2026, 11:30 a.m.