Triple
T9730691
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dune film series |
E235730
|
entity |
| Predicate | featuresOrganization |
P629
|
FINISHED |
| Object | Fremen |
E794990
|
NE FINISHED |
How this triple was built (2 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 film series, featuresOrganization, Fremen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fremen Context triple: [Dune film series, featuresOrganization, Fremen]
-
A.
Fremen
chosen
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.
-
B.
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.
-
C.
Fremen Reverend Mother
A Fremen Reverend Mother is a powerful spiritual and political leader among the Fremen of Arrakis, who survives the ritual Water of Life to gain ancestral memories and guide the tribe’s religious and cultural life.
-
D.
Ghanima Atreides
Ghanima Atreides is a key character in Frank Herbert's Dune series, a pre-born daughter of Paul Atreides whose inherited memories and political significance shape the future of the Imperium.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca84d0fad481909cdd45aa77416c48 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9eb2373c81909139c7a2ff2aa541 |
completed | April 1, 2026, 10:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19fb97b6c81908d5f1d4f587a9188 |
completed | April 4, 2026, 11:33 p.m. |
Created at: March 30, 2026, 8:21 p.m.