Triple

T4467147
Position Surface form Disambiguated ID Type / Status
Subject Peter F. Hamilton E98405 entity
Predicate notableWork P4 FINISHED
Object The Evolutionary Void
The Evolutionary Void is a science fiction novel by Peter F. Hamilton that concludes his Void Trilogy with an expansive blend of space opera, cosmic mystery, and far-future adventure.
E441545 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 Evolutionary Void | Statement: [Peter F. Hamilton, notableWork, The Evolutionary Void]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Evolutionary Void
Context triple: [Peter F. Hamilton, notableWork, The Evolutionary Void]
  • A. The Restless Universe
    The Restless Universe is a popular science book by physicist Max Born that explains modern physics and quantum theory to a general audience in clear, accessible language.
  • B. Original of the Species
    "Original of the Species" is a song by the Irish rock band U2 from their 2004 album *How to Dismantle an Atomic Bomb*, noted for its melodic, anthemic style and reflective lyrics.
  • C. The Next Million Years
    The Next Million Years is a 1952 book by physicist Charles Galton Darwin that speculates on the long-term future and evolution of human society using principles of population dynamics and heredity.
  • D. What Evolution Is
    What Evolution Is is a comprehensive book by evolutionary biologist Ernst Mayr that explains the mechanisms, evidence, and implications of biological evolution for a general audience.
  • E. The Temptation to Exist
    The Temptation to Exist is a collection of philosophical essays by Emil Cioran that explores themes of nihilism, despair, and the burdens of consciousness in Cioran’s characteristically aphoristic and pessimistic style.
  • 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 Evolutionary Void
Triple: [Peter F. Hamilton, notableWork, The Evolutionary Void]
Generated description
The Evolutionary Void is a science fiction novel by Peter F. Hamilton that concludes his Void Trilogy with an expansive blend of space opera, cosmic mystery, and far-future adventure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Evolutionary Void
Target entity description: The Evolutionary Void is a science fiction novel by Peter F. Hamilton that concludes his Void Trilogy with an expansive blend of space opera, cosmic mystery, and far-future adventure.
  • A. The Restless Universe
    The Restless Universe is a popular science book by physicist Max Born that explains modern physics and quantum theory to a general audience in clear, accessible language.
  • B. Original of the Species
    "Original of the Species" is a song by the Irish rock band U2 from their 2004 album *How to Dismantle an Atomic Bomb*, noted for its melodic, anthemic style and reflective lyrics.
  • C. The Next Million Years
    The Next Million Years is a 1952 book by physicist Charles Galton Darwin that speculates on the long-term future and evolution of human society using principles of population dynamics and heredity.
  • D. What Evolution Is
    What Evolution Is is a comprehensive book by evolutionary biologist Ernst Mayr that explains the mechanisms, evidence, and implications of biological evolution for a general audience.
  • E. The Temptation to Exist
    The Temptation to Exist is a collection of philosophical essays by Emil Cioran that explores themes of nihilism, despair, and the burdens of consciousness in Cioran’s characteristically aphoristic and pessimistic style.
  • 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_69b3454b4ae481908967426dd37284d6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3569a38e88190a8d590931c4a7c96 completed March 13, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69b628665ba4819095d5ab205dd852d7 completed March 15, 2026, 3:32 a.m.
NEDg Description generation batch_69b62954b77c8190968f844514656415 completed March 15, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69b62a0cd92c8190a9eee2a9d73fb679 completed March 15, 2026, 3:39 a.m.
Created at: March 12, 2026, 11:34 p.m.