Triple

T2022436
Position Surface form Disambiguated ID Type / Status
Subject Dune (2021 film) E44134 entity
Predicate basedOn P98 FINISHED
Object Dune (novel)
Dune (novel) is Frank Herbert’s landmark 1965 science fiction epic about politics, religion, ecology, and power on the desert planet Arrakis, widely regarded as one of the greatest and most influential works in the genre.
 E224775 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: Dune (novel) | Statement: [Dune (2021 film), basedOn, Dune (novel)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dune (novel)
Context triple: [Dune (2021 film), basedOn, Dune (novel)]
  • A. Dune (2021 film)
    Dune (2021 film) is a 2021 epic science fiction movie directed by Denis Villeneuve, adapting the first half of Frank Herbert’s classic novel and acclaimed for its expansive world-building, visuals, and score.
  • B. Prelude to Foundation
    Prelude to Foundation is a science fiction novel by Isaac Asimov that explores the early life of Hari Seldon and the origins of his revolutionary science of psychohistory within the Foundation universe.
  • C. Ringworld
    Ringworld is a science fiction megastructure concept, popularized by Larry Niven’s novel of the same name, depicting a vast artificial ring encircling a star to provide an enormous habitable surface area.
  • D. Dune: Part Two
    Dune: Part Two is a 2024 epic science fiction film directed by Denis Villeneuve, continuing the adaptation of Frank Herbert’s novel with a focus on Paul Atreides’ rise among the Fremen and his struggle against House Harkonnen.
  • 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: Dune (novel)
Triple: [Dune (2021 film), basedOn, Dune (novel)]
Generated description
Dune (novel) is Frank Herbert’s landmark 1965 science fiction epic about politics, religion, ecology, and power on the desert planet Arrakis, widely regarded as one of the greatest and most influential works in the genre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dune (novel)
Target entity description: Dune (novel) is Frank Herbert’s landmark 1965 science fiction epic about politics, religion, ecology, and power on the desert planet Arrakis, widely regarded as one of the greatest and most influential works in the genre.
  • A. Dune (2021 film)
    Dune (2021 film) is a 2021 epic science fiction movie directed by Denis Villeneuve, adapting the first half of Frank Herbert’s classic novel and acclaimed for its expansive world-building, visuals, and score.
  • B. Prelude to Foundation
    Prelude to Foundation is a science fiction novel by Isaac Asimov that explores the early life of Hari Seldon and the origins of his revolutionary science of psychohistory within the Foundation universe.
  • C. Ringworld
    Ringworld is a science fiction megastructure concept, popularized by Larry Niven’s novel of the same name, depicting a vast artificial ring encircling a star to provide an enormous habitable surface area.
  • D. Dune: Part Two
    Dune: Part Two is a 2024 epic science fiction film directed by Denis Villeneuve, continuing the adaptation of Frank Herbert’s novel with a focus on Paul Atreides’ rise among the Fremen and his struggle against House Harkonnen.
  • 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_69a8891201bc8190aca837be6de41579 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb8efbe148190901d3650aa60408a completed March 7, 2026, 5:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0af7e5b0819088e2221ddc0a38ce completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0b78340c8190897a8cbba418cb00 completed March 8, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c01b30c81908394e31aa3238bfa completed March 8, 2026, 11:53 p.m.
Created at: March 4, 2026, 7:38 p.m.