Triple

T9341679
Position Surface form Disambiguated ID Type / Status
Subject Frank Herbert E224776 entity
Predicate notableWork P4 FINISHED
Object Dune Messiah
Dune Messiah is the second novel in Frank Herbert’s Dune series, continuing the story of Paul Atreides as he grapples with the political, religious, and personal consequences of his rise to power.
E794989 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 Messiah | Statement: [Frank Herbert, notableWork, Dune Messiah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dune Messiah
Context triple: [Frank Herbert, notableWork, Dune Messiah]
  • 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 (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.
  • C. Dune: Messiah (planned film)
    Dune: Messiah (planned film) is a forthcoming cinematic adaptation of Frank Herbert’s novel "Dune Messiah," intended to continue Denis Villeneuve’s epic science-fiction saga following the events of Dune: Part Two.
  • D. 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.
  • E. rise of the Second Foundation
    The rise of the Second Foundation is a pivotal event in Isaac Asimov’s Foundation universe, marking the emergence of a hidden group of mentalic scholars who secretly guide the course of galactic history.
  • 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 Messiah
Triple: [Frank Herbert, notableWork, Dune Messiah]
Generated description
Dune Messiah is the second novel in Frank Herbert’s Dune series, continuing the story of Paul Atreides as he grapples with the political, religious, and personal consequences of his rise to power.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dune Messiah
Target entity description: Dune Messiah is the second novel in Frank Herbert’s Dune series, continuing the story of Paul Atreides as he grapples with the political, religious, and personal consequences of his rise to power.
  • 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 (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.
  • C. Dune: Messiah (planned film)
    Dune: Messiah (planned film) is a forthcoming cinematic adaptation of Frank Herbert’s novel "Dune Messiah," intended to continue Denis Villeneuve’s epic science-fiction saga following the events of Dune: Part Two.
  • D. 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.
  • E. rise of the Second Foundation
    The rise of the Second Foundation is a pivotal event in Isaac Asimov’s Foundation universe, marking the emergence of a hidden group of mentalic scholars who secretly guide the course of galactic history.
  • 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_69d0f3bad4388190ac53657027262a46 completed April 4, 2026, 11:19 a.m.
NEDg Description generation batch_69d0f49e229c8190a91452591aee2414 completed April 4, 2026, 11:23 a.m.
NED2 Entity disambiguation (via description) batch_69d0f71220588190b97d8fce942fbf50 completed April 4, 2026, 11:33 a.m.
Created at: March 30, 2026, 7:40 p.m.