Triple

T308316
Position Surface form Disambiguated ID Type / Status
Subject Isaac Asimov E6350 entity
Predicate notableWork P4 FINISHED
Object Foundation and Empire
Foundation and Empire is a classic science fiction novel by Isaac Asimov that continues the story of his Foundation series, depicting the struggle of a declining Galactic Empire against the rising Foundation and the mysterious figure known as the Mule.
E39679 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: Foundation and Empire | Statement: [Isaac Asimov, notableWork, Foundation and Empire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Foundation and Empire
Context triple: [Isaac Asimov, notableWork, Foundation and Empire]
  • A. Empire
    Empire is a popular American musical drama television series that follows the power struggles and family dynamics within a hip-hop music and entertainment company.
  • B. Empire
    Empire is Andy Warhol’s 1964 avant-garde experimental film consisting of an extended, stationary shot of the Empire State Building, notable for its extreme duration and minimalist style.
  • C. Imperial Estates
    Imperial Estates were the semi-autonomous political entities within the Holy Roman Empire, such as principalities, bishoprics, and free cities, that held territorial authority and representation in the Imperial Diet.
  • 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. Unternehmen Zitadelle
    Unternehmen Zitadelle was the German codename for the major 1943 offensive on the Eastern Front that led to the Battle of Kursk, one of the largest tank battles in history.
  • 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: Foundation and Empire
Triple: [Isaac Asimov, notableWork, Foundation and Empire]
Generated description
Foundation and Empire is a classic science fiction novel by Isaac Asimov that continues the story of his Foundation series, depicting the struggle of a declining Galactic Empire against the rising Foundation and the mysterious figure known as the Mule.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Foundation and Empire
Target entity description: Foundation and Empire is a classic science fiction novel by Isaac Asimov that continues the story of his Foundation series, depicting the struggle of a declining Galactic Empire against the rising Foundation and the mysterious figure known as the Mule.
  • A. Empire
    Empire is a popular American musical drama television series that follows the power struggles and family dynamics within a hip-hop music and entertainment company.
  • B. Empire
    Empire is Andy Warhol’s 1964 avant-garde experimental film consisting of an extended, stationary shot of the Empire State Building, notable for its extreme duration and minimalist style.
  • C. Imperial Estates
    Imperial Estates were the semi-autonomous political entities within the Holy Roman Empire, such as principalities, bishoprics, and free cities, that held territorial authority and representation in the Imperial Diet.
  • 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. Unternehmen Zitadelle
    Unternehmen Zitadelle was the German codename for the major 1943 offensive on the Eastern Front that led to the Battle of Kursk, one of the largest tank battles in history.
  • 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.