Triple
T4688534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | European Management Forum |
E103977
|
entity |
| Predicate | renamedAs |
P65
|
FINISHED |
| Object |
World Economic Forum
The World Economic Forum is an international organization that brings together political, business, and other leaders at its annual Davos meeting to discuss global economic and social issues.
|
E474562
|
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: [European Management Forum, renamedAs, World Economic Forum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: World Economic Forum Context triple: [European Management Forum, renamedAs, 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.
OECD Forum
The OECD Forum is an annual multi-stakeholder conference organized by the Organisation for Economic Co-operation and Development that brings together leaders from government, business, labor, academia, and civil society to discuss global economic and social policy challenges.
-
E.
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.
- 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: [European Management Forum, renamedAs, World Economic Forum]
Generated description
The World Economic Forum is an international organization that brings together political, business, and other leaders at its annual Davos meeting to discuss global economic and social issues.
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 brings together political, business, and other leaders at its annual Davos meeting to discuss global economic and social issues.
-
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.
OECD Forum
The OECD Forum is an annual multi-stakeholder conference organized by the Organisation for Economic Co-operation and Development that brings together leaders from government, business, labor, academia, and civil society to discuss global economic and social policy challenges.
-
E.
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.
- 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_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_69be5c84eb4481908a7188672624bc4d |
completed | March 21, 2026, 8:53 a.m. |
| NEDg | Description generation | batch_69be606d92208190a986ea437539b846 |
completed | March 21, 2026, 9:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be60c64a488190b4ceef60b070b6f8 |
completed | March 21, 2026, 9:11 a.m. |
Created at: March 20, 2026, 1:16 p.m.