Triple

T4467138
Position Surface form Disambiguated ID Type / Status
Subject Peter F. Hamilton E98405 entity
Predicate notableWork P4 FINISHED
Object The Reality Dysfunction
The Reality Dysfunction is a sprawling space opera novel by Peter F. Hamilton that blends hard science fiction with horror elements in a far-future, galaxy-spanning setting.
E441536 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 Reality Dysfunction | Statement: [Peter F. Hamilton, notableWork, The Reality Dysfunction]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Reality Dysfunction
Context triple: [Peter F. Hamilton, notableWork, The Reality Dysfunction]
  • A. Spotless Mind
    "Spotless Mind" is a mellow, introspective R&B track by Jhené Aiko that explores themes of emotional detachment and transient relationships.
  • B. Altered States
    Altered States is a 1980 science fiction–horror film about a scientist’s hallucinogenic and sensory-deprivation experiments that lead to terrifying psychological and physical transformations.
  • C. A Strangeness in My Mind
    A Strangeness in My Mind is a novel by Turkish Nobel laureate Orhan Pamuk that follows the life of a street vendor in Istanbul, exploring themes of love, migration, and the city’s rapid transformation.
  • D. Escape from Reason
    Escape from Reason is a Christian philosophical work by Francis Schaeffer that critiques modern secular thought and its departure from biblical truth.
  • E. The Roving Mind
    The Roving Mind is a collection of essays by Isaac Asimov that explores science, technology, humanism, and social issues with his characteristic clarity and wit.
  • 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 Reality Dysfunction
Triple: [Peter F. Hamilton, notableWork, The Reality Dysfunction]
Generated description
The Reality Dysfunction is a sprawling space opera novel by Peter F. Hamilton that blends hard science fiction with horror elements in a far-future, galaxy-spanning setting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Reality Dysfunction
Target entity description: The Reality Dysfunction is a sprawling space opera novel by Peter F. Hamilton that blends hard science fiction with horror elements in a far-future, galaxy-spanning setting.
  • A. Spotless Mind
    "Spotless Mind" is a mellow, introspective R&B track by Jhené Aiko that explores themes of emotional detachment and transient relationships.
  • B. Altered States
    Altered States is a 1980 science fiction–horror film about a scientist’s hallucinogenic and sensory-deprivation experiments that lead to terrifying psychological and physical transformations.
  • C. A Strangeness in My Mind
    A Strangeness in My Mind is a novel by Turkish Nobel laureate Orhan Pamuk that follows the life of a street vendor in Istanbul, exploring themes of love, migration, and the city’s rapid transformation.
  • D. Escape from Reason
    Escape from Reason is a Christian philosophical work by Francis Schaeffer that critiques modern secular thought and its departure from biblical truth.
  • E. The Roving Mind
    The Roving Mind is a collection of essays by Isaac Asimov that explores science, technology, humanism, and social issues with his characteristic clarity and wit.
  • 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.