Triple
T8491949
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Psychohistorians |
E200992
|
entity |
| Predicate | setting |
P1957
|
FINISHED |
| Object |
Galactic Empire
The Galactic Empire is a vast, galaxy-spanning authoritarian regime central to Isaac Asimov’s Foundation series, embodying a declining imperial civilization governed by rigid bureaucracy and immense technological power.
|
E744624
|
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: Galactic Empire | Statement: [The Psychohistorians, setting, Galactic Empire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Galactic Empire Context triple: [The Psychohistorians, setting, Galactic Empire]
-
A.
Galactic Empire
The Galactic Empire is the authoritarian galactic regime in the Star Wars universe, ruled by Emperor Palpatine and known for its vast military power and oppressive control.
-
B.
Sith Empire
The Sith Empire is a powerful authoritarian regime in the Star Wars universe, ruled by Sith Lords who seek to dominate the galaxy through the dark side of the Force.
-
C.
Galactic Republic
The Galactic Republic is a vast interstellar democracy in the Star Wars universe that governed much of the galaxy before its fall and transformation into the Galactic Empire.
-
D.
Romulan Star Empire
The Romulan Star Empire is a major interstellar state in the Star Trek universe, known for its secretive and authoritarian society, powerful military, and long-standing rivalry with the United Federation of Planets.
-
E.
Nueva Imperial
Nueva Imperial is a Chilean town and municipality in the Araucanía Region, known for its strong Mapuche cultural presence and agricultural surroundings.
- 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: Galactic Empire Triple: [The Psychohistorians, setting, Galactic Empire]
Generated description
The Galactic Empire is a vast, galaxy-spanning authoritarian regime central to Isaac Asimov’s Foundation series, embodying a declining imperial civilization governed by rigid bureaucracy and immense technological power.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Galactic Empire Target entity description: The Galactic Empire is a vast, galaxy-spanning authoritarian regime central to Isaac Asimov’s Foundation series, embodying a declining imperial civilization governed by rigid bureaucracy and immense technological power.
-
A.
Galactic Empire
The Galactic Empire is the authoritarian galactic regime in the Star Wars universe, ruled by Emperor Palpatine and known for its vast military power and oppressive control.
-
B.
Sith Empire
The Sith Empire is a powerful authoritarian regime in the Star Wars universe, ruled by Sith Lords who seek to dominate the galaxy through the dark side of the Force.
-
C.
Galactic Republic
The Galactic Republic is a vast interstellar democracy in the Star Wars universe that governed much of the galaxy before its fall and transformation into the Galactic Empire.
-
D.
Romulan Star Empire
The Romulan Star Empire is a major interstellar state in the Star Trek universe, known for its secretive and authoritarian society, powerful military, and long-standing rivalry with the United Federation of Planets.
-
E.
Nueva Imperial
Nueva Imperial is a Chilean town and municipality in the Araucanía Region, known for its strong Mapuche cultural presence and agricultural surroundings.
- 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_69ca831ee390819095fae73400bbfafc |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe55cf5dc81908cad31ac53e15b46 |
completed | March 31, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea83707e481909f9dfd6450a28d3d |
completed | April 2, 2026, 5:32 p.m. |
| NEDg | Description generation | batch_69cea994f0ac819092fb34a0f2357611 |
completed | April 2, 2026, 5:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ceaa4c7ba08190be86cccc3a857656 |
completed | April 2, 2026, 5:41 p.m. |
Created at: March 30, 2026, 6:13 p.m.