Triple

T7421422
Position Surface form Disambiguated ID Type / Status
Subject Julius E171254 entity
Predicate associatedWith P37 FINISHED
Object The Bitchun Society
The Bitchun Society is a post-scarcity, reputation-based future society from Cory Doctorow’s novel "Down and Out in the Magic Kingdom," where death is obsolete and social capital replaces money.
E662827 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: The Bitchun Society | Statement: [Julius, associatedWith, The Bitchun Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Bitchun Society
Context triple: [Julius, associatedWith, The Bitchun Society]
  • A. Bōkū Shireibu
    Bōkū Shireibu is the former Air Defense Command of Japan’s Air Self-Defense Force, responsible for overseeing the nation’s air defense operations.
  • B. Ouvrage Kobenbusch
    Ouvrage Kobenbusch is a Maginot Line fortification in northeastern France that formed part of the defensive system protecting the Thionville sector before and during World War II.
  • C. The Seven Vagabonds
    "The Seven Vagabonds" is a short story by Nathaniel Hawthorne that follows a wandering book peddler who joins a motley group of itinerant characters on a symbolic journey through rural New England.
  • D. Dodes'ka-den
    Dodes'ka-den is a 1970 Japanese drama film directed by Akira Kurosawa, notable as his first color feature and a surreal, episodic portrait of life in a shantytown.
  • E. The Chink and the Child
    "The Chink and the Child" is a 1916 short story by Thomas Burke, known for its tragic interracial love plot in London’s Limehouse district and for inspiring D. W. Griffith’s film "Broken Blossoms."
  • 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: The Bitchun Society
Triple: [Julius, associatedWith, The Bitchun Society]
Generated description
The Bitchun Society is a post-scarcity, reputation-based future society from Cory Doctorow’s novel "Down and Out in the Magic Kingdom," where death is obsolete and social capital replaces money.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Bitchun Society
Target entity description: The Bitchun Society is a post-scarcity, reputation-based future society from Cory Doctorow’s novel "Down and Out in the Magic Kingdom," where death is obsolete and social capital replaces money.
  • A. Bōkū Shireibu
    Bōkū Shireibu is the former Air Defense Command of Japan’s Air Self-Defense Force, responsible for overseeing the nation’s air defense operations.
  • B. Ouvrage Kobenbusch
    Ouvrage Kobenbusch is a Maginot Line fortification in northeastern France that formed part of the defensive system protecting the Thionville sector before and during World War II.
  • C. The Seven Vagabonds
    "The Seven Vagabonds" is a short story by Nathaniel Hawthorne that follows a wandering book peddler who joins a motley group of itinerant characters on a symbolic journey through rural New England.
  • D. Dodes'ka-den
    Dodes'ka-den is a 1970 Japanese drama film directed by Akira Kurosawa, notable as his first color feature and a surreal, episodic portrait of life in a shantytown.
  • E. The Chink and the Child
    "The Chink and the Child" is a 1916 short story by Thomas Burke, known for its tragic interracial love plot in London’s Limehouse district and for inspiring D. W. Griffith’s film "Broken Blossoms."
  • 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_69c68a625d048190af70eb8b63bec5a0 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2ebc520819087cfc2eb9dda0e17 completed March 27, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81ef7fc808190a564ab4d9d97ab37 completed March 28, 2026, 6:33 p.m.
NEDg Description generation batch_69c81f9b565881909bebcc3112037f52 completed March 28, 2026, 6:36 p.m.
NED2 Entity disambiguation (via description) batch_69c8207912f4819086e99ed441bee805 completed March 28, 2026, 6:39 p.m.
Created at: March 27, 2026, 3:11 p.m.