Triple

T19755280
Position Surface form Disambiguated ID Type / Status
Subject William Gibson E474484 entity
Predicate wrote P2831 FINISHED
Object novel "The Peripheral"
"The Peripheral" is a science fiction novel by William Gibson that explores themes of time travel, surveillance, and socio-economic disparity through intertwined futures and advanced technology.
E1394793 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: novel "The Peripheral" | Statement: [William Gibson, wrote, novel "The Peripheral"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: novel "The Peripheral"
Context triple: [William Gibson, wrote, novel "The Peripheral"]
  • A. novel "Foundation's Edge"
    "Foundation's Edge" is a science fiction novel by Isaac Asimov that continues the story of the Foundation centuries after its founding, exploring political intrigue, the search for the mythical Second Foundation, and the evolution of psychohistory.
  • B. “All Systems Red”
    “All Systems Red” is a critically acclaimed science fiction novella by Martha Wells that introduces the popular Murderbot Diaries series, following a self-aware security android navigating corporate space missions and its own emerging autonomy.
  • C. novel "The Bourne Enigma"
    "The Bourne Enigma" is a spy thriller novel in the Jason Bourne series, continuing the adventures of the amnesiac assassin in a high-stakes international conspiracy.
  • D. novel "The Bourne Imperative"
    "The Bourne Imperative" is a spy thriller novel in the Jason Bourne series, continuing the adventures of the amnesiac assassin in a high-stakes world of espionage and conspiracy.
  • E. novel "Foundation and Earth"
    "Foundation and Earth" is a science fiction novel by Isaac Asimov that continues the Foundation series by following a quest across the galaxy to uncover the origins and fate of humanity and its legendary homeworld, Earth.
  • 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: novel "The Peripheral"
Triple: [William Gibson, wrote, novel "The Peripheral"]
Generated description
"The Peripheral" is a science fiction novel by William Gibson that explores themes of time travel, surveillance, and socio-economic disparity through intertwined futures and advanced technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: novel "The Peripheral"
Target entity description: "The Peripheral" is a science fiction novel by William Gibson that explores themes of time travel, surveillance, and socio-economic disparity through intertwined futures and advanced technology.
  • A. novel "Foundation's Edge"
    "Foundation's Edge" is a science fiction novel by Isaac Asimov that continues the story of the Foundation centuries after its founding, exploring political intrigue, the search for the mythical Second Foundation, and the evolution of psychohistory.
  • B. “All Systems Red”
    “All Systems Red” is a critically acclaimed science fiction novella by Martha Wells that introduces the popular Murderbot Diaries series, following a self-aware security android navigating corporate space missions and its own emerging autonomy.
  • C. novel "The Bourne Enigma"
    "The Bourne Enigma" is a spy thriller novel in the Jason Bourne series, continuing the adventures of the amnesiac assassin in a high-stakes international conspiracy.
  • D. novel "The Bourne Imperative"
    "The Bourne Imperative" is a spy thriller novel in the Jason Bourne series, continuing the adventures of the amnesiac assassin in a high-stakes world of espionage and conspiracy.
  • E. novel "Foundation and Earth"
    "Foundation and Earth" is a science fiction novel by Isaac Asimov that continues the Foundation series by following a quest across the galaxy to uncover the origins and fate of humanity and its legendary homeworld, Earth.
  • 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_69d8e51940a0819087bd2996f98da668 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6529dada081909c5b4d65247c6032 completed April 20, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07bd67064081908839a408b0e746e1 completed May 16, 2026, 12:42 a.m.
NEDg Description generation batch_6a07bde28e848190aaa9c4a06b31bdb6 completed May 16, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_6a07bed4c8d8819094fafce7eee69ee7 completed May 16, 2026, 12:48 a.m.
Created at: April 10, 2026, 1:48 p.m.