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.