Triple

T4861792
Position Surface form Disambiguated ID Type / Status
Subject Neal Stephenson E108677 entity
Predicate notableWork P4 FINISHED
Object The Diamond Age
The Diamond Age is a science fiction novel by Neal Stephenson that explores a nanotechnology-driven future through the story of a young girl shaped by an interactive, artificially intelligent book.
E474479 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 Diamond Age | Statement: [Neal Stephenson, notableWork, The Diamond Age]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Diamond Age
Context triple: [Neal Stephenson, notableWork, The Diamond Age]
  • A. City of Ember
    City of Ember is a 2008 science-fiction adventure film set in a decaying underground city whose young inhabitants race to uncover clues that might lead them back to the surface world.
  • B. The Children’s Machine
    The Children’s Machine is a seminal book by Seymour Papert that explores how computers can transform education by empowering children to learn through exploration, creativity, and constructionist principles.
  • C. The Machine of the World
    The Machine of the World is a famous allegorical vision in Luís de Camões’ epic poem *Os Lusíadas*, in which the cosmos and its secrets are revealed to the Portuguese explorers.
  • D. A Fable for Tomorrow
    "A Fable for Tomorrow" is the allegorical opening chapter of Rachel Carson’s environmental classic Silent Spring, depicting a seemingly idyllic town devastated by mysterious ecological collapse to illustrate the dangers of pesticide misuse.
  • E. The City and the Stars
    The City and the Stars is a classic science fiction novel by Arthur C. Clarke that explores themes of immortality, memory, and the cyclical nature of civilization in a far-future utopian city.
  • 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 Diamond Age
Triple: [Neal Stephenson, notableWork, The Diamond Age]
Generated description
The Diamond Age is a science fiction novel by Neal Stephenson that explores a nanotechnology-driven future through the story of a young girl shaped by an interactive, artificially intelligent book.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Diamond Age
Target entity description: The Diamond Age is a science fiction novel by Neal Stephenson that explores a nanotechnology-driven future through the story of a young girl shaped by an interactive, artificially intelligent book.
  • A. City of Ember
    City of Ember is a 2008 science-fiction adventure film set in a decaying underground city whose young inhabitants race to uncover clues that might lead them back to the surface world.
  • B. The Children’s Machine
    The Children’s Machine is a seminal book by Seymour Papert that explores how computers can transform education by empowering children to learn through exploration, creativity, and constructionist principles.
  • C. The Machine of the World
    The Machine of the World is a famous allegorical vision in Luís de Camões’ epic poem *Os Lusíadas*, in which the cosmos and its secrets are revealed to the Portuguese explorers.
  • D. A Fable for Tomorrow
    "A Fable for Tomorrow" is the allegorical opening chapter of Rachel Carson’s environmental classic Silent Spring, depicting a seemingly idyllic town devastated by mysterious ecological collapse to illustrate the dangers of pesticide misuse.
  • E. The City and the Stars
    The City and the Stars is a classic science fiction novel by Arthur C. Clarke that explores themes of immortality, memory, and the cyclical nature of civilization in a far-future utopian city.
  • 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_69bd440b965081908b0557721cae6338 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d5f62b48190b367ed1b850cfbcb completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cf921cc8190a092bb69c1981890 completed March 21, 2026, 8:55 a.m.
NEDg Description generation batch_69be5e833ca88190b89dda5cafb180fe completed March 21, 2026, 9:01 a.m.
NED2 Entity disambiguation (via description) batch_69be5eed97a08190afd99a0700f1f4c7 completed March 21, 2026, 9:03 a.m.
Created at: March 20, 2026, 1:26 p.m.