Triple

T9341689
Position Surface form Disambiguated ID Type / Status
Subject Frank Herbert E224776 entity
Predicate created P538 FINISHED
Object 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.
E795470 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 universe | Statement: [Frank Herbert, created, Dune universe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dune universe
Context triple: [Frank Herbert, created, Dune universe]
  • A. 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.
  • B. Dune film series
    The Dune film series is a modern science fiction saga adapting Frank Herbert’s classic novels, directed by Denis Villeneuve and noted for its epic scale, dense world-building, and visually striking depiction of the desert planet Arrakis.
  • C. 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.
  • D. Dune
    Dune is a landmark science fiction novel by Frank Herbert, renowned for its intricate world-building, political intrigue, and exploration of ecology, religion, and power.
  • E. Dune (1984 film)
    Dune (1984 film) is a science fiction movie directed by David Lynch, adapting Frank Herbert’s novel into a visually ambitious but critically divisive epic.
  • 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 universe
Triple: [Frank Herbert, created, Dune universe]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dune universe
Target entity description: 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.
  • A. 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.
  • B. Dune film series
    The Dune film series is a modern science fiction saga adapting Frank Herbert’s classic novels, directed by Denis Villeneuve and noted for its epic scale, dense world-building, and visually striking depiction of the desert planet Arrakis.
  • C. 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.
  • D. Dune
    Dune is a landmark science fiction novel by Frank Herbert, renowned for its intricate world-building, political intrigue, and exploration of ecology, religion, and power.
  • E. Dune (1984 film)
    Dune (1984 film) is a science fiction movie directed by David Lynch, adapting Frank Herbert’s novel into a visually ambitious but critically divisive epic.
  • 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_69ca842993248190a79ab06968994b86 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd4bafa9108190889397614756020d completed April 1, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69d100c7f3748190bfa4c3a4df8c5d42 completed April 4, 2026, 12:15 p.m.
NEDg Description generation batch_69d101678e7c8190b94930137d400645 completed April 4, 2026, 12:17 p.m.
NED2 Entity disambiguation (via description) batch_69d10222bd7c8190bf4f2c3a2095413f completed April 4, 2026, 12:20 p.m.
Created at: March 30, 2026, 7:40 p.m.