Triple
T9341808
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arrakis |
E224780
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object |
Fremen
The Fremen are a hardy, desert-dwelling people in Frank Herbert’s Dune universe, renowned for their survival skills, guerrilla warfare, and deep spiritual connection to the planet Arrakis.
|
E794990
|
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: [Arrakis, governedBy, Fremen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fremen Context triple: [Arrakis, governedBy, Fremen]
-
A.
Bene Gesserit
The Bene Gesserit are a secretive and influential sisterhood in the Dune universe, known for their advanced mental and physical training, political manipulation, and long-term breeding programs to shape humanity’s future.
-
B.
Bene Tleilax
Bene Tleilax is a secretive and manipulative faction in the Dune universe known for its advanced genetic engineering, including the creation of gholas and other bioengineered beings.
-
C.
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.
-
D.
Alia Atreides
Alia Atreides is a pivotal character in Frank Herbert's Dune series, a pre-born Bene Gesserit with ancestral memories whose immense powers and tragic fate profoundly shape the political and religious landscape of the saga.
-
E.
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.
- 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: [Arrakis, governedBy, Fremen]
Generated description
The Fremen are a hardy, desert-dwelling people in Frank Herbert’s Dune universe, renowned for their survival skills, guerrilla warfare, and deep spiritual connection to the planet Arrakis.
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 in Frank Herbert’s Dune universe, renowned for their survival skills, guerrilla warfare, and deep spiritual connection to the planet Arrakis.
-
A.
Bene Gesserit
The Bene Gesserit are a secretive and influential sisterhood in the Dune universe, known for their advanced mental and physical training, political manipulation, and long-term breeding programs to shape humanity’s future.
-
B.
Bene Tleilax
Bene Tleilax is a secretive and manipulative faction in the Dune universe known for its advanced genetic engineering, including the creation of gholas and other bioengineered beings.
-
C.
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.
-
D.
Alia Atreides
Alia Atreides is a pivotal character in Frank Herbert's Dune series, a pre-born Bene Gesserit with ancestral memories whose immense powers and tragic fate profoundly shape the political and religious landscape of the saga.
-
E.
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.
- 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.