Triple

T15039765
Position Surface form Disambiguated ID Type / Status
Subject Iain M. Banks E378569 entity
Predicate notableWork P4 FINISHED
Object The Culture series
The Culture series is a renowned science fiction saga by Iain M. Banks that explores a post-scarcity, spacefaring utopian society and its complex moral and political dilemmas.
E1133279 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 Culture series | Statement: [Iain M. Banks, notableWork, The Culture series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Culture series
Context triple: [Iain M. Banks, notableWork, The Culture series]
  • A. The Space Trilogy
    The Space Trilogy is a series of science fiction novels by C. S. Lewis that blend space travel with Christian theology, philosophical themes, and mythic storytelling.
  • B. Children of Time series
    The Children of Time series is a critically acclaimed science fiction saga by Adrian Tchaikovsky that explores the evolution of alien civilizations and humanity’s struggle for survival across vast stretches of time and space.
  • C. Hainish Cycle
    The Hainish Cycle is a loosely connected series of science fiction works by Ursula K. Le Guin that explore themes of culture, politics, and anthropology across a shared interstellar setting.
  • D. Foundation Trilogy
    The Foundation Trilogy is Isaac Asimov’s seminal science fiction series chronicling the rise and fall of a galactic empire and the use of psychohistory to guide humanity’s future.
  • E. Remembrance of Earth’s Past trilogy
    The Remembrance of Earth’s Past trilogy is a renowned hard science fiction series by Liu Cixin that explores humanity’s contact and conflict with an alien civilization across vast scales of time and space.
  • 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 Culture series
Triple: [Iain M. Banks, notableWork, The Culture series]
Generated description
The Culture series is a renowned science fiction saga by Iain M. Banks that explores a post-scarcity, spacefaring utopian society and its complex moral and political dilemmas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Culture series
Target entity description: The Culture series is a renowned science fiction saga by Iain M. Banks that explores a post-scarcity, spacefaring utopian society and its complex moral and political dilemmas.
  • A. The Space Trilogy
    The Space Trilogy is a series of science fiction novels by C. S. Lewis that blend space travel with Christian theology, philosophical themes, and mythic storytelling.
  • B. Children of Time series
    The Children of Time series is a critically acclaimed science fiction saga by Adrian Tchaikovsky that explores the evolution of alien civilizations and humanity’s struggle for survival across vast stretches of time and space.
  • C. Hainish Cycle
    The Hainish Cycle is a loosely connected series of science fiction works by Ursula K. Le Guin that explore themes of culture, politics, and anthropology across a shared interstellar setting.
  • D. Foundation Trilogy
    The Foundation Trilogy is Isaac Asimov’s seminal science fiction series chronicling the rise and fall of a galactic empire and the use of psychohistory to guide humanity’s future.
  • E. Remembrance of Earth’s Past trilogy
    The Remembrance of Earth’s Past trilogy is a renowned hard science fiction series by Liu Cixin that explores humanity’s contact and conflict with an alien civilization across vast scales of time and space.
  • 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_69d85cd46b2c819090d054c27787f677 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded82e79a481908ddb9609af8c4407 completed April 15, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9de1c3a48190a9b3959a95627175 completed May 9, 2026, 2:37 a.m.
NEDg Description generation batch_69fe9fdba3c48190b1d370f7c066801f completed May 9, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69fea0b87db881909607bcf0df5b0979 completed May 9, 2026, 2:49 a.m.
Created at: April 10, 2026, 3 a.m.