Triple
T874992
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Klaus Schwab |
E18896
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
European Management Forum
The European Management Forum was the original name of the organization that evolved into the World Economic Forum, an international institution best known for its annual meetings of global leaders in Davos, Switzerland.
|
E103977
|
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: European Management Forum | Statement: [Klaus Schwab, founded, European Management Forum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: European Management Forum Context triple: [Klaus Schwab, founded, European Management Forum]
-
A.
EFMD
EFMD is a global, non-profit management development organization best known for accrediting business schools and programs worldwide.
-
B.
EQUIS
EQUIS is an international quality accreditation system for business and management schools, awarded by the European Foundation for Management Development (EFMD).
-
C.
Ministerial Conference of the Bologna Process
The Ministerial Conference of the Bologna Process is the periodic meeting of European education ministers that sets policy directions and oversees the implementation of the European Higher Education Area.
-
D.
WHU – Otto Beisheim School of Management
WHU – Otto Beisheim School of Management is a leading German business school renowned for its rigorous management programs, strong international orientation, and close ties to global corporate partners.
-
E.
European Education and Culture Executive Agency
The European Education and Culture Executive Agency is an EU body responsible for managing and implementing key European programmes and funding in the fields of education, training, youth, sport, culture, and media.
- 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: European Management Forum Triple: [Klaus Schwab, founded, European Management Forum]
Generated description
The European Management Forum was the original name of the organization that evolved into the World Economic Forum, an international institution best known for its annual meetings of global leaders in Davos, Switzerland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: European Management Forum Target entity description: The European Management Forum was the original name of the organization that evolved into the World Economic Forum, an international institution best known for its annual meetings of global leaders in Davos, Switzerland.
-
A.
EFMD
EFMD is a global, non-profit management development organization best known for accrediting business schools and programs worldwide.
-
B.
EQUIS
EQUIS is an international quality accreditation system for business and management schools, awarded by the European Foundation for Management Development (EFMD).
-
C.
Ministerial Conference of the Bologna Process
The Ministerial Conference of the Bologna Process is the periodic meeting of European education ministers that sets policy directions and oversees the implementation of the European Higher Education Area.
-
D.
WHU – Otto Beisheim School of Management
WHU – Otto Beisheim School of Management is a leading German business school renowned for its rigorous management programs, strong international orientation, and close ties to global corporate partners.
-
E.
European Education and Culture Executive Agency
The European Education and Culture Executive Agency is an EU body responsible for managing and implementing key European programmes and funding in the fields of education, training, youth, sport, culture, and media.
- 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_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_69a7b8520a008190a15bdb93e8ce2438 |
completed | March 4, 2026, 4:42 a.m. |
| NEDg | Description generation | batch_69a7b9774df881908fbd4d1b54442cdc |
completed | March 4, 2026, 4:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7ba46a2ec8190892404cb1f259cf0 |
completed | March 4, 2026, 4:51 a.m. |
Created at: March 1, 2026, 7:39 p.m.