Triple
T503632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ajay Banga |
E10452
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
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.
|
E63030
|
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: International Business Council of the World Economic Forum | Statement: [Ajay Banga, memberOf, International Business Council of the World Economic Forum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: International Business Council of the World Economic Forum Context triple: [Ajay Banga, memberOf, International Business Council of the World Economic Forum]
-
A.
The Business Council
The Business Council is an exclusive association of chief executives from leading U.S. corporations that meets to discuss and advise on major economic and public policy issues.
-
B.
APEC Business Advisory Council
The APEC Business Advisory Council is a high-level group of business leaders that provides private-sector input and policy recommendations to Asia-Pacific Economic Cooperation (APEC) member economies.
-
C.
Business Council
The Business Council of the Pacific Alliance is a regional private-sector advisory body that brings together leading companies from member countries to promote trade, investment, and economic integration within the bloc.
-
D.
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.
-
E.
Business Council of the Pacific Alliance
The Business Council of the Pacific Alliance is a regional private-sector body that brings together leading companies from member countries of the Pacific Alliance to promote trade, investment, and economic integration across Latin America and beyond.
- 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: International Business Council of the World Economic Forum Triple: [Ajay Banga, memberOf, International Business Council of the World Economic Forum]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: International Business Council of the World Economic Forum Target entity description: 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.
-
A.
The Business Council
The Business Council is an exclusive association of chief executives from leading U.S. corporations that meets to discuss and advise on major economic and public policy issues.
-
B.
APEC Business Advisory Council
The APEC Business Advisory Council is a high-level group of business leaders that provides private-sector input and policy recommendations to Asia-Pacific Economic Cooperation (APEC) member economies.
-
C.
Business Council
The Business Council of the Pacific Alliance is a regional private-sector advisory body that brings together leading companies from member countries to promote trade, investment, and economic integration within the bloc.
-
D.
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.
-
E.
Business Council of the Pacific Alliance
The Business Council of the Pacific Alliance is a regional private-sector body that brings together leading companies from member countries of the Pacific Alliance to promote trade, investment, and economic integration across Latin America and beyond.
- 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_69a2e848adf881908e5e04f7af030093 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1357738819085eae6c10fa2fca9 |
completed | Feb. 28, 2026, 1:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a48a79ef808190a9dc34b58e16a160 |
completed | March 1, 2026, 6:50 p.m. |
| NEDg | Description generation | batch_69a48cb1b92881909b05794b7f792cad |
completed | March 1, 2026, 7 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a48d3ce3a48190a343496e874c21b6 |
completed | March 1, 2026, 7:02 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.