Triple
T21234261
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HEC Liège – Management School of the University of Liège |
E523300
|
entity |
| Predicate | membership |
P10
|
FINISHED |
| Object | EFMD |
—
|
NE NERFINISHED |
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: EFMD | Statement: [HEC Liège – Management School of the University of Liège, membership, EFMD]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EFMD Context triple: [HEC Liège – Management School of the University of Liège, membership, EFMD]
-
A.
EFMD
chosen
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.
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.
-
D.
Association of MBAs (AMBA)
The Association of MBAs (AMBA) is an international accreditation body that evaluates and endorses the quality of postgraduate business education programs, particularly MBA degrees, at business schools worldwide.
-
E.
Community of European Management Schools
Community of European Management Schools is the original name of CEMS, an international alliance of leading business schools, companies, and NGOs dedicated to high-level management education.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e0b512ad94819087942b2ed925185f |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7351e4b908190bc02f063e3822123 |
completed | April 21, 2026, 8:28 a.m. |
Created at: April 16, 2026, 3:45 p.m.