Triple
T9341985
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lady Jessica |
E224783
|
entity |
| Predicate | seeksRefugeWith |
P55236
|
FINISHED |
| Object | Fremen |
E794990
|
NE FINISHED |
How this triple was built (3 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: [Lady Jessica, seeksRefugeWith, Fremen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fremen Context triple: [Lady Jessica, seeksRefugeWith, 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.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: seeksRefugeWith Context triple: [Lady Jessica, seeksRefugeWith, Fremen]
-
A.
seeksRefugeFrom
Indicates that one entity actively looks for safety, protection, or shelter in order to escape or avoid another entity.
-
B.
tookRefugeWith
chosen
Indicates that one entity sought safety, protection, or shelter by going to and staying with another entity.
-
C.
designatedAsRefuge
Indicates that an entity has been officially assigned or recognized as a refuge or place of protection.
-
D.
soughtAsylumBy
Indicates that one party has requested protection or refuge (asylum) from another authority or country.
-
E.
hasNotableRefuge
Indicates that an entity is associated with a particularly important or well-known place of refuge or shelter.
- F. None of above.
Provenance (4 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_69d14bd5c89081909533dbfc9f82016d |
completed | April 4, 2026, 5:35 p.m. |
| PD | Predicate disambiguation | batch_69cc7a66aef08190b8d668cff5b04f5f |
completed | April 1, 2026, 1:52 a.m. |
Created at: March 30, 2026, 7:40 p.m.