Triple

T4688438
Position Surface form Disambiguated ID Type / Status
Subject Stakeholder Capitalism E103975 entity
Predicate promotedBy P1258 FINISHED
Object World Economic Forum
The World Economic Forum is an international organization that convenes global political, business, and civil society leaders to shape economic and social agendas through high-profile meetings and initiatives.
E3483 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: World Economic Forum | Statement: [Stakeholder Capitalism, promotedBy, World Economic Forum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: World Economic Forum
Context triple: [Stakeholder Capitalism, promotedBy, World Economic Forum]
  • A. World Economic Forum Board of Trustees
    The World Economic Forum Board of Trustees is the WEF’s highest governing body, composed of global leaders from business, government, academia, and civil society who provide strategic direction and oversight for the organization’s activities.
  • B. World Economic Forum in Davos
    The World Economic Forum in Davos is an annual gathering of global political, business, and civil society leaders in Switzerland focused on shaping international economic and policy agendas.
  • C. International Business Council of the World Economic Forum
    The International Business Council of the World Economic Forum is a group of chief executives from leading global companies that advises on and advances initiatives related to global economic development, sustainability, and corporate governance.
  • D. Council on Foreign Relations
    The Council on Foreign Relations is a prominent U.S. think tank and membership organization specializing in foreign policy and international affairs.
  • E. International Chamber of Commerce
    The International Chamber of Commerce is a global business organization that represents companies worldwide and sets widely used rules and standards to facilitate international trade and investment.
  • 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: World Economic Forum
Triple: [Stakeholder Capitalism, promotedBy, World Economic Forum]
Generated description
The World Economic Forum is an international organization that convenes global political, business, and civil society leaders to shape economic and social agendas through high-profile meetings and initiatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: World Economic Forum
Target entity description: The World Economic Forum is an international organization that convenes global political, business, and civil society leaders to shape economic and social agendas through high-profile meetings and initiatives.
  • A. World Economic Forum Board of Trustees
    The World Economic Forum Board of Trustees is the WEF’s highest governing body, composed of global leaders from business, government, academia, and civil society who provide strategic direction and oversight for the organization’s activities.
  • B. World Economic Forum in Davos chosen
    The World Economic Forum in Davos is an annual gathering of global political, business, and civil society leaders in Switzerland focused on shaping international economic and policy agendas.
  • C. International Business Council of the World Economic Forum
    The International Business Council of the World Economic Forum is a group of chief executives from leading global companies that advises on and advances initiatives related to global economic development, sustainability, and corporate governance.
  • D. Council on Foreign Relations
    The Council on Foreign Relations is a prominent U.S. think tank and membership organization specializing in foreign policy and international affairs.
  • E. International Chamber of Commerce
    The International Chamber of Commerce is a global business organization that represents companies worldwide and sets widely used rules and standards to facilitate international trade and investment.
  • F. None of above.

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_69bd43debbf08190b4bc372e286ec234 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6397f6888190a9024a51d4d34f2b completed March 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03b75e3481908aa27eeaeec490ca completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be042adb8c8190b6889c3a5b9c18cc completed March 21, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_69be048f7d7881908ab19bd37c92b423 completed March 21, 2026, 2:38 a.m.
Created at: March 20, 2026, 1:16 p.m.