Triple

T750345
Position Surface form Disambiguated ID Type / Status
Subject James Lovelock E15432 entity
Predicate notableWork P4 FINISHED
Object Novacene: The Coming Age of Hyperintelligence
Novacene: The Coming Age of Hyperintelligence is a speculative non-fiction book by James Lovelock that explores a future epoch dominated by superintelligent, self-evolving technologies and their relationship with humanity and the Earth.
E89043 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: Novacene: The Coming Age of Hyperintelligence | Statement: [James Lovelock, notableWork, Novacene: The Coming Age of Hyperintelligence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Novacene: The Coming Age of Hyperintelligence
Context triple: [James Lovelock, notableWork, Novacene: The Coming Age of Hyperintelligence]
  • A. The Sixth Extinction
    The Sixth Extinction is a nonfiction book by Elizabeth Kolbert that examines humanity’s role in causing an ongoing mass extinction of species and its implications for the planet’s future.
  • B. Homesteading the Noosphere
    Homesteading the Noosphere is an influential essay by Eric S. Raymond that analyzes the culture, motivations, and property norms of the open-source software community.
  • C. The Shape of Things to Come
    The Shape of Things to Come is a 1933 science fiction novel by H. G. Wells that presents a speculative future history of the world, exploring global war, social collapse, and the eventual rise of a rational, technocratic world state.
  • D. The Gods Themselves
    The Gods Themselves is a science fiction novel by Isaac Asimov that explores parallel universes, alien intelligences, and the consequences of tampering with fundamental physical laws.
  • E. Berserker hypothesis
    The Berserker hypothesis is a proposed solution to the Fermi paradox suggesting that self-replicating killer probes or hostile civilizations systematically destroy emerging intelligent life in the galaxy, explaining our apparent cosmic silence.
  • 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: Novacene: The Coming Age of Hyperintelligence
Triple: [James Lovelock, notableWork, Novacene: The Coming Age of Hyperintelligence]
Generated description
Novacene: The Coming Age of Hyperintelligence is a speculative non-fiction book by James Lovelock that explores a future epoch dominated by superintelligent, self-evolving technologies and their relationship with humanity and the Earth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Novacene: The Coming Age of Hyperintelligence
Target entity description: Novacene: The Coming Age of Hyperintelligence is a speculative non-fiction book by James Lovelock that explores a future epoch dominated by superintelligent, self-evolving technologies and their relationship with humanity and the Earth.
  • A. The Sixth Extinction
    The Sixth Extinction is a nonfiction book by Elizabeth Kolbert that examines humanity’s role in causing an ongoing mass extinction of species and its implications for the planet’s future.
  • B. Homesteading the Noosphere
    Homesteading the Noosphere is an influential essay by Eric S. Raymond that analyzes the culture, motivations, and property norms of the open-source software community.
  • C. The Shape of Things to Come
    The Shape of Things to Come is a 1933 science fiction novel by H. G. Wells that presents a speculative future history of the world, exploring global war, social collapse, and the eventual rise of a rational, technocratic world state.
  • D. The Gods Themselves
    The Gods Themselves is a science fiction novel by Isaac Asimov that explores parallel universes, alien intelligences, and the consequences of tampering with fundamental physical laws.
  • E. Berserker hypothesis
    The Berserker hypothesis is a proposed solution to the Fermi paradox suggesting that self-replicating killer probes or hostile civilizations systematically destroy emerging intelligent life in the galaxy, explaining our apparent cosmic silence.
  • 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_69a493599a0081908da65f3407af1ef2 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a6304e0c8190827fb57c5cac2da9 completed March 1, 2026, 8:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69a654e8d80481908505896fb6ead36b completed March 3, 2026, 3:26 a.m.
NEDg Description generation batch_69a655c79044819098e36081b754c9be completed March 3, 2026, 3:30 a.m.
NED2 Entity disambiguation (via description) batch_69a65638cd5881908b421d9d8a90291b completed March 3, 2026, 3:32 a.m.
Created at: March 1, 2026, 7:37 p.m.