Triple

T1799478
Position Surface form Disambiguated ID Type / Status
Subject Foundation and Earth E39681 entity
Predicate connectsToSeries P32030 FINISHED
Object Empire series
The Empire series is a set of early science fiction novels by Isaac Asimov that explore a future Galactic Empire and form part of the larger universe linking his Robot and Foundation stories.
E201009 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: Empire series | Statement: [Foundation and Earth, connectsToSeries, Empire series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Empire series
Context triple: [Foundation and Earth, connectsToSeries, Empire series]
  • 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. Empire
    Empire is a small unincorporated community located in Stanislaus County in California’s Central Valley.
  • D. Empire
    Empire is a post-exploitation and command-and-control framework commonly used for penetration testing and red team operations.
  • E. The American Dream series
    The American Dream series is a set of iconic pop art works by Robert Indiana that explore themes of American identity, consumerism, and national ideals through bold text and graphic imagery.
  • 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: Empire series
Triple: [Foundation and Earth, connectsToSeries, Empire series]
Generated description
The Empire series is a set of early science fiction novels by Isaac Asimov that explore a future Galactic Empire and form part of the larger universe linking his Robot and Foundation stories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Empire series
Target entity description: The Empire series is a set of early science fiction novels by Isaac Asimov that explore a future Galactic Empire and form part of the larger universe linking his Robot and Foundation stories.
  • 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. Empire
    Empire is a small unincorporated community located in Stanislaus County in California’s Central Valley.
  • D. Empire
    Empire is a post-exploitation and command-and-control framework commonly used for penetration testing and red team operations.
  • E. The American Dream series
    The American Dream series is a set of iconic pop art works by Robert Indiana that explore themes of American identity, consumerism, and national ideals through bold text and graphic imagery.
  • 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_69a88632aa588190ba3978fde0db5bbd completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abaffee0f88190aa7a42ef4a4e2bd2 completed March 7, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5d8da888190a88f3bd8036e19f4 completed March 8, 2026, 5:46 p.m.
NEDg Description generation batch_69adb69c149081908b5b819c068a1ce2 completed March 8, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_69adb8be528c819092a5e22b099fc2a0 completed March 8, 2026, 5:58 p.m.
Created at: March 4, 2026, 7:32 p.m.