Triple

T7115220
Position Surface form Disambiguated ID Type / Status
Subject Seth E165800 entity
Predicate primaryThemeOfWork P7040 FINISHED
Object Post-scarcity economics
Post-scarcity economics is a theoretical economic system in which technology and productivity are so advanced that most goods and services are abundant, making traditional notions of scarcity, prices, and wage labor largely obsolete.
E641807 NE FINISHED

How this triple was built (5 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: Post-scarcity economics | Statement: [Seth, primaryThemeOfWork, Post-scarcity economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Post-scarcity economics
Context triple: [Seth, primaryThemeOfWork, Post-scarcity economics]
  • A. 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.
  • B. Steady-State Economics
    Steady-State Economics is an influential work in ecological economics that argues for an economy with stable or mildly fluctuating levels of consumption and population within ecological limits.
  • C. Economics for the Common Good
    Economics for the Common Good is a book by Nobel laureate Jean Tirole that explains how modern economic thinking can be used to address major social challenges and improve public policy.
  • D. 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.
  • E. A Theory of Socialism and Capitalism
    A Theory of Socialism and Capitalism is a libertarian economic and political treatise that contrasts socialist and capitalist systems from an Austrian School and anarcho-capitalist perspective.
  • 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: Post-scarcity economics
Triple: [Seth, primaryThemeOfWork, Post-scarcity economics]
Generated description
Post-scarcity economics is a theoretical economic system in which technology and productivity are so advanced that most goods and services are abundant, making traditional notions of scarcity, prices, and wage labor largely obsolete.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Post-scarcity economics
Target entity description: Post-scarcity economics is a theoretical economic system in which technology and productivity are so advanced that most goods and services are abundant, making traditional notions of scarcity, prices, and wage labor largely obsolete.
  • A. 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.
  • B. Steady-State Economics
    Steady-State Economics is an influential work in ecological economics that argues for an economy with stable or mildly fluctuating levels of consumption and population within ecological limits.
  • C. Economics for the Common Good
    Economics for the Common Good is a book by Nobel laureate Jean Tirole that explains how modern economic thinking can be used to address major social challenges and improve public policy.
  • D. 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.
  • E. A Theory of Socialism and Capitalism
    A Theory of Socialism and Capitalism is a libertarian economic and political treatise that contrasts socialist and capitalist systems from an Austrian School and anarcho-capitalist perspective.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: primaryThemeOfWork
Context triple: [Seth, primaryThemeOfWork, Post-scarcity economics]
  • A. primaryTopicOf
    Indicates that a given subject is the main or central topic described by another resource (such as a document, page, or record).
  • B. primaryWork
    Indicates that one work is the main or most significant work associated with a given entity, as opposed to other secondary or related works.
  • C. subjectOfWork chosen
    Indicates that one entity is the main topic, focus, or theme that a particular work (such as a book, article, or artwork) is about.
  • D. primaryMotif
    Indicates that one entity serves as the main recurring theme or dominant motif associated with another entity.
  • E. primaryConcept
    Indicates that one concept is the main or central idea in relation to another concept or context.
  • F. None of above.

Provenance (6 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_69c6888227bc8190a1394679e3116f90 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e5f401b881909ef4c2ab1e0750db completed March 27, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79cbfc7a08190ab07f3d65aa79f16 completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79d0215888190b0e59c2584358a05 completed March 28, 2026, 9:18 a.m.
NED2 Entity disambiguation (via description) batch_69c79d63b6dc8190b3b52ef6566ba490 completed March 28, 2026, 9:20 a.m.
PD Predicate disambiguation batch_69c6e1c4f9788190830288d00cc37026 completed March 27, 2026, 8 p.m.
Created at: March 27, 2026, 2:43 p.m.