Triple
T17237744
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | London Business School |
E418406
|
entity |
| Predicate | membership |
P10
|
FINISHED |
| Object | European Foundation for Management Development |
E81770
|
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: European Foundation for Management Development | Statement: [London Business School, membership, European Foundation for Management Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: European Foundation for Management Development Context triple: [London Business School, membership, European Foundation for Management Development]
-
A.
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.
-
B.
EQUIS
EQUIS is an international quality accreditation system for business and management schools, awarded by the European Foundation for Management Development (EFMD).
-
C.
EFMD
chosen
EFMD is a global, non-profit management development organization best known for accrediting business schools and programs worldwide.
-
D.
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.
-
E.
European Corporate Governance Institute
The European Corporate Governance Institute is an international non-profit organization that conducts and promotes research on corporate governance and stewardship, bringing together leading academics, practitioners, and policymakers.
- 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_69d886d8e96081909870bff6c3d0bf09 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42dfcf2608190b6935b79ea2ae946 |
completed | April 19, 2026, 1:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01676596a48190ae17a411b86e613e |
completed | May 11, 2026, 5:21 a.m. |
Created at: April 10, 2026, 5:39 a.m.