Triple
T19758450
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | World Economic Forum |
E474562
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object | Global Shapers Community |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 10, 2026, 1:48 p.m.