Triple

T17185709
Position Surface form Disambiguated ID Type / Status
Subject John Nichols E417100 entity
Predicate notableWork P4 FINISHED
Object Horsemen of the Trumpocalypse
Horsemen of the Trumpocalypse is a political book by journalist John Nichols that profiles key figures in Donald Trump’s rise to power and critiques their impact on American democracy.
E1256347 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: Horsemen of the Trumpocalypse | Statement: [John Nichols, notableWork, Horsemen of the Trumpocalypse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Horsemen of the Trumpocalypse
Context triple: [John Nichols, notableWork, Horsemen of the Trumpocalypse]
  • A. The Last Trump
    The Last Trump is a humorous science fiction short story by Arthur C. Clarke, featured in his barroom-tall-tale collection "Tales from the White Hart."
  • B. The Last Trump
    The Last Trump is a stage play by Scottish dramatist James Bridie, known for its witty, satirical treatment of moral and religious themes.
  • C. Horsemen of Apocalypse
    The Horsemen of Apocalypse are a group of powerful, often corrupted mutants or beings chosen and enhanced by the villain Apocalypse to serve as his elite enforcers in Marvel Comics.
  • D. Horseman of the Apocalypse
    The Horseman of the Apocalypse is one of the four symbolic riders in the biblical Book of Revelation, traditionally representing catastrophic forces such as conquest, war, famine, and death that herald the end times.
  • E. Behold a Dark Horse
    Behold a Dark Horse is a gritty, sample-heavy hip-hop album by Roc Marciano known for its dense lyricism and minimalist, noir-style production.
  • 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: Horsemen of the Trumpocalypse
Triple: [John Nichols, notableWork, Horsemen of the Trumpocalypse]
Generated description
Horsemen of the Trumpocalypse is a political book by journalist John Nichols that profiles key figures in Donald Trump’s rise to power and critiques their impact on American democracy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Horsemen of the Trumpocalypse
Target entity description: Horsemen of the Trumpocalypse is a political book by journalist John Nichols that profiles key figures in Donald Trump’s rise to power and critiques their impact on American democracy.
  • A. The Last Trump
    The Last Trump is a humorous science fiction short story by Arthur C. Clarke, featured in his barroom-tall-tale collection "Tales from the White Hart."
  • B. The Last Trump
    The Last Trump is a stage play by Scottish dramatist James Bridie, known for its witty, satirical treatment of moral and religious themes.
  • C. Horsemen of Apocalypse
    The Horsemen of Apocalypse are a group of powerful, often corrupted mutants or beings chosen and enhanced by the villain Apocalypse to serve as his elite enforcers in Marvel Comics.
  • D. Horseman of the Apocalypse
    The Horseman of the Apocalypse is one of the four symbolic riders in the biblical Book of Revelation, traditionally representing catastrophic forces such as conquest, war, famine, and death that herald the end times.
  • E. Behold a Dark Horse
    Behold a Dark Horse is a gritty, sample-heavy hip-hop album by Roc Marciano known for its dense lyricism and minimalist, noir-style production.
  • 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_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42d962b988190bdbba81ac63c7e6e completed April 19, 2026, 1:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a015fcc424081908a7e74df0523443e completed May 11, 2026, 4:49 a.m.
NEDg Description generation batch_6a016184e0c0819099320b32bc471cad completed May 11, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0162692420819097b99a71ec470861 completed May 11, 2026, 5 a.m.
Created at: April 10, 2026, 5:37 a.m.