Triple
T9341628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dune (novel) |
E224775
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Thufir Hawat
Thufir Hawat is the master strategist and Mentat of House Atreides in Frank Herbert’s science fiction universe Dune.
|
E792734
|
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: Thufir Hawat | Statement: [Dune (novel), mainCharacter, Thufir Hawat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thufir Hawat Context triple: [Dune (novel), mainCharacter, Thufir Hawat]
-
A.
Garazeb Orrelios
Garazeb "Zeb" Orrelios is a Lasat warrior and member of the Ghost crew in Star Wars Rebels, known for his strength, loyalty, and gruff but humorous personality.
-
B.
Luthen Rael
Luthen Rael is a mysterious rebel spymaster and key architect of the early Rebellion against the Empire in the Star Wars series *Andor*.
-
C.
Atron Gregory
Atron Gregory is a music industry executive and artist manager best known for helping launch Tupac Shakur’s early career.
-
D.
Duncan Idaho
Duncan Idaho is a skilled and charismatic swordmaster and loyal Atreides warrior in the Dune universe, renowned for his combat prowess and unwavering devotion to House Atreides.
-
E.
Maarva Andor
Maarva Andor is a seasoned, fiercely principled adoptive mother of Cassian Andor in the Star Wars series "Andor," whose past as a scavenger and rebel deeply shapes his path toward rebellion.
- 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: Thufir Hawat Triple: [Dune (novel), mainCharacter, Thufir Hawat]
Generated description
Thufir Hawat is the master strategist and Mentat of House Atreides in Frank Herbert’s science fiction universe Dune.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thufir Hawat Target entity description: Thufir Hawat is the master strategist and Mentat of House Atreides in Frank Herbert’s science fiction universe Dune.
-
A.
Garazeb Orrelios
Garazeb "Zeb" Orrelios is a Lasat warrior and member of the Ghost crew in Star Wars Rebels, known for his strength, loyalty, and gruff but humorous personality.
-
B.
Luthen Rael
Luthen Rael is a mysterious rebel spymaster and key architect of the early Rebellion against the Empire in the Star Wars series *Andor*.
-
C.
Atron Gregory
Atron Gregory is a music industry executive and artist manager best known for helping launch Tupac Shakur’s early career.
-
D.
Duncan Idaho
Duncan Idaho is a skilled and charismatic swordmaster and loyal Atreides warrior in the Dune universe, renowned for his combat prowess and unwavering devotion to House Atreides.
-
E.
Maarva Andor
Maarva Andor is a seasoned, fiercely principled adoptive mother of Cassian Andor in the Star Wars series "Andor," whose past as a scavenger and rebel deeply shapes his path toward rebellion.
- 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_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.