Triple

T7060082
Position Surface form Disambiguated ID Type / Status
Subject Charles Stross E164193 entity
Predicate notableWork P4 FINISHED
Object The Atrocity Archives
The Atrocity Archives is a science fiction novel by Charles Stross that blends Lovecraftian horror with bureaucratic spy thriller elements in a satirical take on occult intelligence agencies.
E638231 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 Atrocity Archives | Statement: [Charles Stross, notableWork, The Atrocity Archives]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Atrocity Archives
Context triple: [Charles Stross, notableWork, The Atrocity Archives]
  • A. The Atrocity Exhibition
    The Atrocity Exhibition is an experimental, fragmented novel by J. G. Ballard that explores media-saturated violence, celebrity, and psychological breakdown through surreal, collage-like vignettes.
  • B. The Pillage
    The Pillage is the 1998 debut solo studio album by Wu-Tang Clan affiliate Cappadonna, known for its gritty East Coast hip-hop sound and strong ties to the Wu-Tang collective.
  • C. Vicious World
    Vicious World is a song by the American rock band Want One, known for its intense sound and emotionally charged lyrics.
  • D. Fiasco
    Fiasco is a novel by Nobel Prize–winning Hungarian author Imre Kertész that continues his exploration of totalitarianism, individual fate, and the absurdity of existence.
  • E. Fiasco
    Fiasco is a science fiction novel by Polish writer Stanisław Lem that explores the perils and limits of human attempts at interstellar communication and first contact.
  • 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 Atrocity Archives
Triple: [Charles Stross, notableWork, The Atrocity Archives]
Generated description
The Atrocity Archives is a science fiction novel by Charles Stross that blends Lovecraftian horror with bureaucratic spy thriller elements in a satirical take on occult intelligence agencies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Atrocity Archives
Target entity description: The Atrocity Archives is a science fiction novel by Charles Stross that blends Lovecraftian horror with bureaucratic spy thriller elements in a satirical take on occult intelligence agencies.
  • A. The Atrocity Exhibition
    The Atrocity Exhibition is an experimental, fragmented novel by J. G. Ballard that explores media-saturated violence, celebrity, and psychological breakdown through surreal, collage-like vignettes.
  • B. The Pillage
    The Pillage is the 1998 debut solo studio album by Wu-Tang Clan affiliate Cappadonna, known for its gritty East Coast hip-hop sound and strong ties to the Wu-Tang collective.
  • C. Vicious World
    Vicious World is a song by the American rock band Want One, known for its intense sound and emotionally charged lyrics.
  • D. Fiasco
    Fiasco is a novel by Nobel Prize–winning Hungarian author Imre Kertész that continues his exploration of totalitarianism, individual fate, and the absurdity of existence.
  • E. Fiasco
    Fiasco is a science fiction novel by Polish writer Stanisław Lem that explores the perils and limits of human attempts at interstellar communication and first contact.
  • 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_69c688796c148190adb2f1596f595f22 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e458ad9c81908c3f492b317ce291 completed March 27, 2026, 8:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c788af20cc819084542035410aafbd completed March 28, 2026, 7:52 a.m.
NEDg Description generation batch_69c78968b8588190b26afb5fe1a976db completed March 28, 2026, 7:55 a.m.
NED2 Entity disambiguation (via description) batch_69c78a520b4081908b4822fb55c3dab9 completed March 28, 2026, 7:59 a.m.
Created at: March 27, 2026, 2:38 p.m.