Triple
T874975
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Klaus Schwab |
E18896
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | World Economic Forum |
E3483
|
NE FINISHED |
How this triple was built (2 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: [Klaus Schwab, employer, World Economic Forum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: World Economic Forum Context triple: [Klaus Schwab, employer, World Economic Forum]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Trilateral Commission
The Trilateral Commission is a non-governmental policy discussion group founded in 1973 that brings together influential leaders from North America, Europe, and Asia to foster closer cooperation on global economic and political issues.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a4938db1f081909bcd1ad2713b6096 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4acae12948190923d31966c26a130 |
completed | March 1, 2026, 9:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7c01d1a7081909da3d8b2aadaed6f |
completed | March 4, 2026, 5:16 a.m. |
Created at: March 1, 2026, 7:39 p.m.