Triple

T19758450
Position Surface form Disambiguated ID Type / Status
Subject World Economic Forum E474562 entity
Predicate hasProgram P178 FINISHED
Object Global Shapers Community
The Global Shapers Community is a network of young leaders and changemakers around the world who collaborate on local projects to address global challenges and drive social impact.
E1394597 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: Global Shapers Community | Statement: [World Economic Forum, hasProgram, Global Shapers Community]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Global Shapers Community
Context triple: [World Economic Forum, hasProgram, Global Shapers Community]
  • A. Community Leadership Corps
    Community Leadership Corps is a youth-focused leadership development program that equips emerging community leaders with training and resources to drive positive local change.
  • B. Institute for Global Citizenship
    The Institute for Global Citizenship is a Macalester College center that promotes global engagement, social responsibility, and civic leadership among students and the broader campus community.
  • C. Centre for Social Change
    The Centre for Social Change is a research institute at the University of Johannesburg focused on studying and promoting social transformation, democracy, and collective action in South Africa and beyond.
  • D. Atelier SDG
    Atelier SDG is an architectural firm known for designing contemporary buildings such as the Q1 building.
  • E. World Social Forum
    The World Social Forum is a global gathering of civil society organizations, social movements, and activists that serves as a counterpoint to the World Economic Forum, promoting alternative visions of globalization, social justice, and democratic participation.
  • 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: Global Shapers Community
Triple: [World Economic Forum, hasProgram, Global Shapers Community]
Generated description
The Global Shapers Community is a network of young leaders and changemakers around the world who collaborate on local projects to address global challenges and drive social impact.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Global Shapers Community
Target entity description: The Global Shapers Community is a network of young leaders and changemakers around the world who collaborate on local projects to address global challenges and drive social impact.
  • A. Community Leadership Corps
    Community Leadership Corps is a youth-focused leadership development program that equips emerging community leaders with training and resources to drive positive local change.
  • B. Institute for Global Citizenship
    The Institute for Global Citizenship is a Macalester College center that promotes global engagement, social responsibility, and civic leadership among students and the broader campus community.
  • C. Centre for Social Change
    The Centre for Social Change is a research institute at the University of Johannesburg focused on studying and promoting social transformation, democracy, and collective action in South Africa and beyond.
  • D. Atelier SDG
    Atelier SDG is an architectural firm known for designing contemporary buildings such as the Q1 building.
  • E. World Social Forum
    The World Social Forum is a global gathering of civil society organizations, social movements, and activists that serves as a counterpoint to the World Economic Forum, promoting alternative visions of globalization, social justice, and democratic participation.
  • 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_69d8e51940a0819087bd2996f98da668 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6531d711c8190996fcf967c39c523 completed April 20, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07bd69f9a481909c82253039af1ec1 completed May 16, 2026, 12:42 a.m.
NEDg Description generation batch_6a07be1380608190b1efcd97a4bd0c15 completed May 16, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_6a07bfb095b08190a23710cf78a2b923 completed May 16, 2026, 12:52 a.m.
Created at: April 10, 2026, 1:48 p.m.