Triple

T9342083
Position Surface form Disambiguated ID Type / Status
Subject Duncan Idaho E224786 entity
Predicate appearsIn P795 FINISHED
Object Hunters of Dune
Hunters of Dune is a 2006 science fiction novel by Brian Herbert and Kevin J. Anderson that continues Frank Herbert’s Dune saga by following the fugitives of the no-ship and the mysterious forces pursuing them.
 E828652 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: Hunters of Dune | Statement: [Duncan Idaho, appearsIn, Hunters of Dune]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hunters of Dune
Context triple: [Duncan Idaho, appearsIn, Hunters of Dune]
  • A. Heretics of Dune
    Heretics of Dune is a science fiction novel by Frank Herbert that continues the Dune saga, exploring the far-future consequences of power, religion, and human evolution in a transformed universe.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Hunters of Dune
Triple: [Duncan Idaho, appearsIn, Hunters of Dune]
Generated description
Hunters of Dune is a 2006 science fiction novel by Brian Herbert and Kevin J. Anderson that continues Frank Herbert’s Dune saga by following the fugitives of the no-ship and the mysterious forces pursuing them.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hunters of Dune
Target entity description: Hunters of Dune is a 2006 science fiction novel by Brian Herbert and Kevin J. Anderson that continues Frank Herbert’s Dune saga by following the fugitives of the no-ship and the mysterious forces pursuing them.
  • A. Heretics of Dune
    Heretics of Dune is a science fiction novel by Frank Herbert that continues the Dune saga, exploring the far-future consequences of power, religion, and human evolution in a transformed universe.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69cd4bb11cd08190b159a6066dd0ebf1 completed April 1, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69d20c9b4c3c8190bfe58a75e93b20b8 completed April 5, 2026, 7:17 a.m.
NEDg Description generation batch_69d20e9f480c819086b0165aa77ddb06 completed April 5, 2026, 7:26 a.m.
NED2 Entity disambiguation (via description) batch_69d20fa9cab88190bbddcf18b49f8172 completed April 5, 2026, 7:30 a.m.
Created at: March 30, 2026, 7:40 p.m.