Triple

T2222216
Position Surface form Disambiguated ID Type / Status
Subject Bob Black E48165 entity
Predicate notableWork P4 FINISHED
Object The Abolition of Work
The Abolition of Work is a 1985 anarchist essay by Bob Black that critiques wage labor and advocates for a society organized around voluntary play instead of compulsory work.
E246292 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 Abolition of Work | Statement: [Bob Black, notableWork, The Abolition of Work]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Abolition of Work
Context triple: [Bob Black, notableWork, The Abolition of Work]
  • A. The Age of Em: Work, Love, and Life when Robots Rule the Earth
    The Age of Em: Work, Love, and Life when Robots Rule the Earth is a speculative nonfiction book that explores a future society dominated by brain-emulation-based robots and examines how this transformation would reshape economics, work, and human relationships.
  • B. The Acquisitive Society
    The Acquisitive Society is a 1920 book by British social critic R. H. Tawney that offers a moral and economic critique of capitalism and argues for a more socially responsible and egalitarian economic order.
  • C. Illusions of Progress
    Illusions of Progress is a political and social critique by Georges Sorel that challenges optimistic beliefs in linear social advancement and rational reform.
  • D. The Conquest of Bread
    The Conquest of Bread is a foundational anarchist-communist text by Peter Kropotkin that advocates for a decentralized, cooperative society based on mutual aid and the abolition of private property.
  • E. The Use of Knowledge in Society
    The Use of Knowledge in Society is a seminal 1945 essay by economist Friedrich Hayek that argues how dispersed, tacit knowledge makes decentralized market prices superior to central planning in coordinating economic activity.
  • 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 Abolition of Work
Triple: [Bob Black, notableWork, The Abolition of Work]
Generated description
The Abolition of Work is a 1985 anarchist essay by Bob Black that critiques wage labor and advocates for a society organized around voluntary play instead of compulsory work.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Abolition of Work
Target entity description: The Abolition of Work is a 1985 anarchist essay by Bob Black that critiques wage labor and advocates for a society organized around voluntary play instead of compulsory work.
  • A. The Age of Em: Work, Love, and Life when Robots Rule the Earth
    The Age of Em: Work, Love, and Life when Robots Rule the Earth is a speculative nonfiction book that explores a future society dominated by brain-emulation-based robots and examines how this transformation would reshape economics, work, and human relationships.
  • B. The Acquisitive Society
    The Acquisitive Society is a 1920 book by British social critic R. H. Tawney that offers a moral and economic critique of capitalism and argues for a more socially responsible and egalitarian economic order.
  • C. Illusions of Progress
    Illusions of Progress is a political and social critique by Georges Sorel that challenges optimistic beliefs in linear social advancement and rational reform.
  • D. The Conquest of Bread
    The Conquest of Bread is a foundational anarchist-communist text by Peter Kropotkin that advocates for a decentralized, cooperative society based on mutual aid and the abolition of private property.
  • E. The Use of Knowledge in Society
    The Use of Knowledge in Society is a seminal 1945 essay by economist Friedrich Hayek that argues how dispersed, tacit knowledge makes decentralized market prices superior to central planning in coordinating economic activity.
  • 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_69a88aa1ee708190862c8c378c41e9eb completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc03bfdd48190bfb96ec3e41c22dc completed March 7, 2026, 6:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae65605fa481908ac5b9d837600626 completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae669aa29c81909770cd69d27c274c completed March 9, 2026, 6:20 a.m.
NED2 Entity disambiguation (via description) batch_69ae66fb7f1c8190b2bc306f06c423f1 completed March 9, 2026, 6:21 a.m.
Created at: March 4, 2026, 7:47 p.m.