Triple

T874989
Position Surface form Disambiguated ID Type / Status
Subject Klaus Schwab E18896 entity
Predicate notableWork P4 FINISHED
Object Stakeholder Capitalism
Stakeholder Capitalism is an economic and corporate governance model that emphasizes serving the interests of all stakeholders—such as employees, customers, communities, and the environment—rather than focusing solely on maximizing shareholder profits.
E103975 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: Stakeholder Capitalism | Statement: [Klaus Schwab, notableWork, Stakeholder Capitalism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stakeholder Capitalism
Context triple: [Klaus Schwab, notableWork, Stakeholder Capitalism]
  • A. 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.
  • B. Kishida Vision: A New Form of Capitalism
    "Kishida Vision: A New Form of Capitalism" is a policy blueprint by Japanese Prime Minister Fumio Kishida that outlines his economic agenda to balance growth with wealth redistribution and address social inequality in Japan.
  • C. Corporate Control, Corporate Power
    "Corporate Control, Corporate Power" is a critical analysis by Edward S. Herman examining how large corporations shape economic structures, political processes, and media systems in modern capitalist societies.
  • D. Progressive Capitalism: How to Achieve Economic Growth, Liberty and Social Justice
    "Progressive Capitalism: How to Achieve Economic Growth, Liberty and Social Justice" is a book by David Sainsbury (Lord Sainsbury of Turville) that outlines a reformed capitalist model aimed at combining dynamic economic growth with individual freedom and stronger social justice.
  • E. social market economy
    The social market economy is an economic system that combines free-market capitalism with strong social policies and state regulation to ensure social justice, fair competition, and broad-based prosperity.
  • 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: Stakeholder Capitalism
Triple: [Klaus Schwab, notableWork, Stakeholder Capitalism]
Generated description
Stakeholder Capitalism is an economic and corporate governance model that emphasizes serving the interests of all stakeholders—such as employees, customers, communities, and the environment—rather than focusing solely on maximizing shareholder profits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stakeholder Capitalism
Target entity description: Stakeholder Capitalism is an economic and corporate governance model that emphasizes serving the interests of all stakeholders—such as employees, customers, communities, and the environment—rather than focusing solely on maximizing shareholder profits.
  • A. 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.
  • B. Kishida Vision: A New Form of Capitalism
    "Kishida Vision: A New Form of Capitalism" is a policy blueprint by Japanese Prime Minister Fumio Kishida that outlines his economic agenda to balance growth with wealth redistribution and address social inequality in Japan.
  • C. Corporate Control, Corporate Power
    "Corporate Control, Corporate Power" is a critical analysis by Edward S. Herman examining how large corporations shape economic structures, political processes, and media systems in modern capitalist societies.
  • D. Progressive Capitalism: How to Achieve Economic Growth, Liberty and Social Justice
    "Progressive Capitalism: How to Achieve Economic Growth, Liberty and Social Justice" is a book by David Sainsbury (Lord Sainsbury of Turville) that outlines a reformed capitalist model aimed at combining dynamic economic growth with individual freedom and stronger social justice.
  • E. social market economy
    The social market economy is an economic system that combines free-market capitalism with strong social policies and state regulation to ensure social justice, fair competition, and broad-based prosperity.
  • 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_69a4938db1f081909bcd1ad2713b6096 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4acae12948190923d31966c26a130 completed March 1, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7b8520a008190a15bdb93e8ce2438 completed March 4, 2026, 4:42 a.m.
NEDg Description generation batch_69a7b9774df881908fbd4d1b54442cdc completed March 4, 2026, 4:47 a.m.
NED2 Entity disambiguation (via description) batch_69a7ba46a2ec8190892404cb1f259cf0 completed March 4, 2026, 4:51 a.m.
Created at: March 1, 2026, 7:39 p.m.