Triple

T308398
Position Surface form Disambiguated ID Type / Status
Subject Isaac Asimov E6350 entity
Predicate notableWork P4 FINISHED
Object 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.
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 series | Statement: [Isaac Asimov, notableWork, Galactic Empire series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Galactic Empire series
Context triple: [Isaac Asimov, notableWork, Galactic Empire series]
  • A. Encyclopaedia Galactica
    "Encyclopaedia Galactica" is a segment from Carl Sagan’s television series "Cosmos: A Personal Voyage" that explores the possibilities of extraterrestrial intelligence and the future of human knowledge in the universe.
  • B. The Rebellion
    The Rebellion is an organized supporters’ group known for passionately backing the New England Revolution Major League Soccer team.
  • C. Per Ardua ad Astra
    Per Ardua ad Astra is the Latin motto of the Royal Air Force, traditionally translated as “Through adversity to the stars,” expressing courage and aspiration in the face of hardship.
  • D. Sorrows of Empire
    Sorrows of Empire is a political analysis book that critiques U.S. militarism and imperial expansion as part of The American Empire Project series.
  • E. Rif War
    The Rif War was an early 20th-century colonial conflict in northern Morocco in which Spanish (and later French) forces fought against Berber Rif tribes led by Abd el-Krim.
  • 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 series
Triple: [Isaac Asimov, notableWork, Galactic Empire series]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Galactic Empire series
Target entity description: 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.
  • A. Encyclopaedia Galactica
    "Encyclopaedia Galactica" is a segment from Carl Sagan’s television series "Cosmos: A Personal Voyage" that explores the possibilities of extraterrestrial intelligence and the future of human knowledge in the universe.
  • B. The Rebellion
    The Rebellion is an organized supporters’ group known for passionately backing the New England Revolution Major League Soccer team.
  • C. Per Ardua ad Astra
    Per Ardua ad Astra is the Latin motto of the Royal Air Force, traditionally translated as “Through adversity to the stars,” expressing courage and aspiration in the face of hardship.
  • D. Sorrows of Empire
    Sorrows of Empire is a political analysis book that critiques U.S. militarism and imperial expansion as part of The American Empire Project series.
  • E. Rif War
    The Rif War was an early 20th-century colonial conflict in northern Morocco in which Spanish (and later French) forces fought against Berber Rif tribes led by Abd el-Krim.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea3289608190a36c20a47761c6e4 completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3b475e91c8190b68b05a8112d35dd completed March 1, 2026, 3:37 a.m.
NEDg Description generation batch_69a3b52d7d208190b03eac35baed1294 completed March 1, 2026, 3:40 a.m.
NED2 Entity disambiguation (via description) batch_69a3b5c1360c819093622754b6f1d2d8 completed March 1, 2026, 3:42 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.