Triple
T21080974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aberdeen Business School |
E519366
|
entity |
| Predicate | hasAccreditation |
P117
|
FINISHED |
| Object | Association of MBAs (AMBA) |
—
|
NE NERFINISHED |
How this triple was built (3 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: Association of MBAs (AMBA) | Statement: [Aberdeen Business School, hasAccreditation, Association of MBAs (AMBA)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Association of MBAs (AMBA) Context triple: [Aberdeen Business School, hasAccreditation, Association of MBAs (AMBA)]
-
A.
EQUIS
EQUIS is an international quality accreditation system for business and management schools, awarded by the European Foundation for Management Development (EFMD).
-
B.
American Assembly of Collegiate Schools of Business
The American Assembly of Collegiate Schools of Business, now known as AACSB International, is a leading global accrediting body and membership association for business schools and accounting programs.
-
C.
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.
-
D.
Cambridge Judge Business School
Cambridge Judge Business School is the University of Cambridge’s business school, renowned for its MBA and postgraduate management programs, research, and close ties to global industry and entrepreneurship.
-
E.
Henley Business School
Henley Business School is a leading international business school known for its MBA and executive education programs, operating as part of the University of Reading in the United Kingdom.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Association of MBAs (AMBA) Target entity description: 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.
-
A.
EQUIS
EQUIS is an international quality accreditation system for business and management schools, awarded by the European Foundation for Management Development (EFMD).
-
B.
American Assembly of Collegiate Schools of Business
The American Assembly of Collegiate Schools of Business, now known as AACSB International, is a leading global accrediting body and membership association for business schools and accounting programs.
-
C.
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.
-
D.
Cambridge Judge Business School
Cambridge Judge Business School is the University of Cambridge’s business school, renowned for its MBA and postgraduate management programs, research, and close ties to global industry and entrepreneurship.
-
E.
Henley Business School
Henley Business School is a leading international business school known for its MBA and executive education programs, operating as part of the University of Reading in the United Kingdom.
- F. None of above. chosen
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_69e0b506e59c8190849b71ed07929215 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e702da7be881908e430518103d7bb1 |
completed | April 21, 2026, 4:53 a.m. |
Created at: April 16, 2026, 2:49 p.m.