Triple
T9341630
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dune (novel) |
E224775
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Emperor Shaddam IV
Emperor Shaddam IV is the Padishah Emperor of the Known Universe in Frank Herbert’s Dune, whose political machinations and fear of House Atreides set the epic’s central conflict in motion.
|
E792736
|
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: Emperor Shaddam IV | Statement: [Dune (novel), mainCharacter, Emperor Shaddam IV]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emperor Shaddam IV Context triple: [Dune (novel), mainCharacter, Emperor Shaddam IV]
-
A.
Feyd-Rautha Harkonnen
Feyd-Rautha Harkonnen is a ruthless and ambitious heir of House Harkonnen in the Dune universe, known as Paul Atreides’ cunning and deadly rival.
-
B.
Duke Leto Atreides
Duke Leto Atreides is the noble and principled ruler of House Atreides in the Dune universe, known for his honor, political acumen, and role as Paul Atreides’ father.
-
C.
Paul Atreides
Paul Atreides is the young noble heir of House Atreides who becomes a prophesied messianic figure amid political and spiritual upheaval on the desert planet Arrakis in the Dune saga.
-
D.
Baron Vladimir Harkonnen
Baron Vladimir Harkonnen is the grotesquely cruel and cunning head of House Harkonnen, serving as the primary antagonist in the Dune universe.
-
E.
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*.
- 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: Emperor Shaddam IV Triple: [Dune (novel), mainCharacter, Emperor Shaddam IV]
Generated description
Emperor Shaddam IV is the Padishah Emperor of the Known Universe in Frank Herbert’s Dune, whose political machinations and fear of House Atreides set the epic’s central conflict in motion.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emperor Shaddam IV Target entity description: Emperor Shaddam IV is the Padishah Emperor of the Known Universe in Frank Herbert’s Dune, whose political machinations and fear of House Atreides set the epic’s central conflict in motion.
-
A.
Feyd-Rautha Harkonnen
Feyd-Rautha Harkonnen is a ruthless and ambitious heir of House Harkonnen in the Dune universe, known as Paul Atreides’ cunning and deadly rival.
-
B.
Duke Leto Atreides
Duke Leto Atreides is the noble and principled ruler of House Atreides in the Dune universe, known for his honor, political acumen, and role as Paul Atreides’ father.
-
C.
Paul Atreides
Paul Atreides is the young noble heir of House Atreides who becomes a prophesied messianic figure amid political and spiritual upheaval on the desert planet Arrakis in the Dune saga.
-
D.
Baron Vladimir Harkonnen
Baron Vladimir Harkonnen is the grotesquely cruel and cunning head of House Harkonnen, serving as the primary antagonist in the Dune universe.
-
E.
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*.
- 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.