Triple

T1799434
Position Surface form Disambiguated ID Type / Status
Subject Second Foundation E39680 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, serving as the dominant political power whose decline and fall shape the saga’s historical backdrop.
 E39704 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: [Second Foundation, setting, Galactic Empire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Galactic Empire
Context triple: [Second Foundation, setting, Galactic Empire]
  • A. Galactic Empire series
    The Galactic Empire series is a set of science fiction novels by Isaac Asimov that explore the rise and fall of a vast interstellar human empire, forming a key part of the broader Foundation universe.
  • B. First Order
    The First Order is a militaristic authoritarian regime and primary antagonist faction in the Star Wars sequel trilogy, rising from the remnants of the Galactic Empire to threaten the New Republic and the Resistance.
  • C. Count of the Empire
    Count of the Empire was a noble title in Napoleonic France granted by Emperor Napoleon I as part of his new imperial aristocracy.
  • D. Trade Federation
    The Trade Federation is a powerful interstellar commerce guild in the Star Wars universe, known for its vast droid armies, control of trade routes, and role in instigating the Naboo crisis.
  • E. Jedi Order
    The Jedi Order is a monastic, spiritual, and military organization of Force-sensitive guardians in the Star Wars universe who uphold peace and justice using lightsabers and the light side of the Force.
  • 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: [Second Foundation, setting, Galactic Empire]
Generated description
The Galactic Empire is a vast, galaxy-spanning authoritarian regime central to Isaac Asimov’s Foundation series, serving as the dominant political power whose decline and fall shape the saga’s historical backdrop.
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, serving as the dominant political power whose decline and fall shape the saga’s historical backdrop.
  • A. Galactic Empire series chosen
    The Galactic Empire series is a set of science fiction novels by Isaac Asimov that explore the rise and fall of a vast interstellar human empire, forming a key part of the broader Foundation universe.
  • B. First Order
    The First Order is a militaristic authoritarian regime and primary antagonist faction in the Star Wars sequel trilogy, rising from the remnants of the Galactic Empire to threaten the New Republic and the Resistance.
  • C. Count of the Empire
    Count of the Empire was a noble title in Napoleonic France granted by Emperor Napoleon I as part of his new imperial aristocracy.
  • D. Trade Federation
    The Trade Federation is a powerful interstellar commerce guild in the Star Wars universe, known for its vast droid armies, control of trade routes, and role in instigating the Naboo crisis.
  • E. Jedi Order
    The Jedi Order is a monastic, spiritual, and military organization of Force-sensitive guardians in the Star Wars universe who uphold peace and justice using lightsabers and the light side of the Force.
  • F. None of above.

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_69a88632aa588190ba3978fde0db5bbd completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6569b2e48190a56cf48160796d2e completed March 6, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69adc9a799fc81909acb620f3e569265 completed March 8, 2026, 7:10 p.m.
NEDg Description generation batch_69adcb1466788190bdcb50107d838f83 completed March 8, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69adcbf5b0b881909d43c748034481f4 completed March 8, 2026, 7:20 p.m.
Created at: March 4, 2026, 7:32 p.m.