Triple

T9341644
Position Surface form Disambiguated ID Type / Status
Subject Dune (novel) E224775 entity
Predicate notableElement P7734 FINISHED
Object Fremen
The Fremen are a hardy, desert-dwelling people of the planet Arrakis in Frank Herbert’s Dune, known for their fierce warrior culture, survival skills, and deep spiritual connection to the sandworms and the harsh environment.
E358591 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: Fremen | Statement: [Dune (novel), notableElement, Fremen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fremen
Context triple: [Dune (novel), notableElement, Fremen]
  • A. Sontarans
    The Sontarans are a militaristic, clone-based alien race from the Doctor Who universe, obsessed with warfare and honor and frequently serving as recurring antagonists to the Doctor.
  • B. Tobian people
    The Tobian people are a small indigenous community of Palau, traditionally living on the remote island of Tobi and known for their distinct Micronesian culture and seafaring heritage.
  • C. Mara people
    The Mara people are an indigenous ethnic group of the Tibeto-Burman family primarily inhabiting the hilly regions of northeastern India and northwestern Myanmar, known for their distinct language, customs, and Christian-majority culture.
  • D. Tusken Raiders
    Tusken Raiders are a nomadic, desert-dwelling warrior people native to the planet Tatooine in the Star Wars universe, known for their distinctive robes, masks, and hostility toward outsiders.
  • E. Cylons
    The Cylons are a race of sentient machines and later human-like androids who rebel against their human creators in the Battlestar Galactica universe.
  • 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: Fremen
Triple: [Dune (novel), notableElement, Fremen]
Generated description
The Fremen are a hardy, desert-dwelling people of the planet Arrakis in Frank Herbert’s Dune, known for their fierce warrior culture, survival skills, and deep spiritual connection to the sandworms and the harsh environment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fremen
Target entity description: The Fremen are a hardy, desert-dwelling people of the planet Arrakis in Frank Herbert’s Dune, known for their fierce warrior culture, survival skills, and deep spiritual connection to the sandworms and the harsh environment.
  • A. Sontarans
    The Sontarans are a militaristic, clone-based alien race from the Doctor Who universe, obsessed with warfare and honor and frequently serving as recurring antagonists to the Doctor.
  • B. Tobian people
    The Tobian people are a small indigenous community of Palau, traditionally living on the remote island of Tobi and known for their distinct Micronesian culture and seafaring heritage.
  • C. Mara people
    The Mara people are an indigenous ethnic group of the Tibeto-Burman family primarily inhabiting the hilly regions of northeastern India and northwestern Myanmar, known for their distinct language, customs, and Christian-majority culture.
  • D. Tusken Raiders chosen
    Tusken Raiders are a nomadic, desert-dwelling warrior people native to the planet Tatooine in the Star Wars universe, known for their distinctive robes, masks, and hostility toward outsiders.
  • E. Cylons
    The Cylons are a race of sentient machines and later human-like androids who rebel against their human creators in the Battlestar Galactica universe.
  • 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_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_69d0e4043e288190b05511d537b1614d completed April 4, 2026, 10:12 a.m.
NEDg Description generation batch_69d0e573af788190be4baaa3afb87ca2 completed April 4, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_69d0e607944c81909a421828595cd793 completed April 4, 2026, 10:20 a.m.
Created at: March 30, 2026, 7:40 p.m.