Triple

T11492778
Position Surface form Disambiguated ID Type / Status
Subject Bruce Sterling E272455 entity
Predicate notableWork P4 FINISHED
Object Holy Fire
Holy Fire is a 1996 science fiction novel by Bruce Sterling that explores themes of longevity, identity, and societal change in a near-future, post-human Europe.
E929005 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: Holy Fire | Statement: [Bruce Sterling, notableWork, Holy Fire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Holy Fire
Context triple: [Bruce Sterling, notableWork, Holy Fire]
  • A. Souls on Fire
    Souls on Fire is a collection of spiritual and biographical tales in which Elie Wiesel portrays the lives, teachings, and inner struggles of Hasidic masters.
  • B. Eternal Fire
    Eternal Fire is a 1960 novel by American writer Calder Willingham, known for its darkly comic and satirical exploration of small-town Southern life.
  • C. Black Fire
    Black Fire is a landmark 1968 anthology that showcases a wide range of Black Arts Movement poetry, fiction, and essays by African American writers.
  • D. Black Fire
    Black Fire is a landmark jazz album by pianist and composer Andrew Hill, celebrated for its adventurous post-bop compositions and innovative harmonic language.
  • E. The Godhead Fires
    The Godhead Fires is a science fiction novel by John Varley that forms part of his Pygmalion and the Image series, exploring themes of transformation, identity, and human evolution.
  • 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: Holy Fire
Triple: [Bruce Sterling, notableWork, Holy Fire]
Generated description
Holy Fire is a 1996 science fiction novel by Bruce Sterling that explores themes of longevity, identity, and societal change in a near-future, post-human Europe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Holy Fire
Target entity description: Holy Fire is a 1996 science fiction novel by Bruce Sterling that explores themes of longevity, identity, and societal change in a near-future, post-human Europe.
  • A. Souls on Fire
    Souls on Fire is a collection of spiritual and biographical tales in which Elie Wiesel portrays the lives, teachings, and inner struggles of Hasidic masters.
  • B. Eternal Fire
    Eternal Fire is a 1960 novel by American writer Calder Willingham, known for its darkly comic and satirical exploration of small-town Southern life.
  • C. Black Fire
    Black Fire is a landmark 1968 anthology that showcases a wide range of Black Arts Movement poetry, fiction, and essays by African American writers.
  • D. Black Fire
    Black Fire is a landmark jazz album by pianist and composer Andrew Hill, celebrated for its adventurous post-bop compositions and innovative harmonic language.
  • E. The Godhead Fires
    The Godhead Fires is a science fiction novel by John Varley that forms part of his Pygmalion and the Image series, exploring themes of transformation, identity, and human evolution.
  • 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_69d6aae1b09881909ce2ded3fa0c14fa completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d85a21fb048190acb0960aefd4fe0a completed April 10, 2026, 2:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6047d95548190b445aa3b4f1e71cc completed April 20, 2026, 10:48 a.m.
NEDg Description generation batch_69e610a6de0c8190aabda7ef7b7063a6 completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e61842b8848190b454cee480c69f7a completed April 20, 2026, 12:12 p.m.
Created at: April 8, 2026, 9:36 p.m.