Triple

T9593359
Position Surface form Disambiguated ID Type / Status
Subject Dune: Messiah (planned film) E231471 entity
Predicate basedOnSeries P7125 FINISHED
Object Dune (novel series)
Dune (novel series) is Frank Herbert’s influential science fiction saga set in a distant future of interstellar empires, political intrigue, and ecological struggle centered on the desert planet Arrakis and its valuable spice.
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 series) | Statement: [Dune: Messiah (planned film), basedOnSeries, Dune (novel series)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dune (novel series)
Context triple: [Dune: Messiah (planned film), basedOnSeries, Dune (novel series)]
  • A. 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.
  • B. Sandworms of Dune
    Sandworms of Dune is a science fiction novel by Brian Herbert and Kevin J. Anderson that continues Frank Herbert’s Dune saga, focusing on the struggle for survival and evolution of humanity and the iconic sandworms in a far-future universe.
  • C. Dune universe
    The Dune universe is a richly detailed science fiction setting centered on interstellar politics, ecology, religion, and the struggle over the spice melange on the desert planet Arrakis.
  • D. Chapterhouse: Dune
    Chapterhouse: Dune is the sixth and final novel in Frank Herbert’s original Dune series, continuing the complex saga of the Bene Gesserit and their struggle for survival and control in a transformed galactic empire.
  • E. Children of Dune
    Children of Dune is a science fiction novel by Frank Herbert that continues the epic Dune saga, focusing on the political and spiritual struggles of Paul Atreides’ twin children on the desert planet Arrakis.
  • 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 series)
Triple: [Dune: Messiah (planned film), basedOnSeries, Dune (novel series)]
Generated description
Dune (novel series) is Frank Herbert’s influential science fiction saga set in a distant future of interstellar empires, political intrigue, and ecological struggle centered on the desert planet Arrakis and its valuable spice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dune (novel series)
Target entity description: Dune (novel series) is Frank Herbert’s influential science fiction saga set in a distant future of interstellar empires, political intrigue, and ecological struggle centered on the desert planet Arrakis and its valuable spice.
  • A. Dune (novel) chosen
    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.
  • B. Sandworms of Dune
    Sandworms of Dune is a science fiction novel by Brian Herbert and Kevin J. Anderson that continues Frank Herbert’s Dune saga, focusing on the struggle for survival and evolution of humanity and the iconic sandworms in a far-future universe.
  • C. Dune universe
    The Dune universe is a richly detailed science fiction setting centered on interstellar politics, ecology, religion, and the struggle over the spice melange on the desert planet Arrakis.
  • D. Chapterhouse: Dune
    Chapterhouse: Dune is the sixth and final novel in Frank Herbert’s original Dune series, continuing the complex saga of the Bene Gesserit and their struggle for survival and control in a transformed galactic empire.
  • E. Children of Dune
    Children of Dune is a science fiction novel by Frank Herbert that continues the epic Dune saga, focusing on the political and spiritual struggles of Paul Atreides’ twin children on the desert planet Arrakis.
  • F. None of above.

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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a134b0c81908a568e5d2ecfbb92 completed April 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1cc389c248190ac10adfc49a1240d completed April 5, 2026, 2:43 a.m.
NEDg Description generation batch_69d1ccd04b60819085a5bde42605ecf5 completed April 5, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69d1cd70aa5481908b67afef279c38af completed April 5, 2026, 2:48 a.m.
Created at: March 30, 2026, 8:07 p.m.