Triple
T31103576
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emperor Shaddam IV |
E792736
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Imperial Planetologist Liet-Kynes (through his orders)
Imperial Planetologist Liet-Kynes is a key figure in Frank Herbert’s Dune universe, serving as the Emperor’s appointed planetary ecologist on Arrakis while secretly advancing the Fremen dream of transforming the desert world.
|
E1947741
|
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: Imperial Planetologist Liet-Kynes (through his orders) | Statement: [Emperor Shaddam IV, associatedWith, Imperial Planetologist Liet-Kynes (through his orders)]
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: Imperial Planetologist Liet-Kynes (through his orders) Triple: [Emperor Shaddam IV, associatedWith, Imperial Planetologist Liet-Kynes (through his orders)]
Generated description
Imperial Planetologist Liet-Kynes is a key figure in Frank Herbert’s Dune universe, serving as the Emperor’s appointed planetary ecologist on Arrakis while secretly advancing the Fremen dream of transforming the desert world.
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_69f224cfd5d881908ec6447bc321cd58 |
completed | April 29, 2026, 3:33 p.m. |
| NER | Named-entity recognition | batch_69f696ad91e48190a6e0d01549e1ef91 |
completed | May 3, 2026, 12:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a2938af1c0c8190abdcc6a09d84123a |
completed | June 10, 2026, 10:13 a.m. |
| NEDg | Description generation | batch_6a293d14cc5481908d80baaaac445120 |
completed | June 10, 2026, 10:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a293e1791c881909b053fc97cc79295 |
completed | June 10, 2026, 10:36 a.m. |
Created at: April 29, 2026, 9:03 p.m.