Triple
T5470987
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muma College of Business |
E122831
|
entity |
| Predicate | affiliatedWith |
P254
|
FINISHED |
| Object | AACSB International |
E16437
|
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: AACSB International | Statement: [Muma College of Business, affiliatedWith, AACSB International]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AACSB International Context triple: [Muma College of Business, affiliatedWith, AACSB International]
-
A.
AACSB
AACSB is a leading global nonprofit organization that provides accreditation and quality assurance for business schools and accounting programs worldwide.
-
B.
American Assembly of Collegiate Schools of Business
chosen
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.
AMBA accreditation
AMBA accreditation is an international quality standard awarded by the Association of MBAs to recognize excellence in postgraduate business education programs, particularly MBA, DBA, and Master’s in Management degrees.
-
D.
EQUIS
EQUIS is an international quality accreditation system for business and management schools, awarded by the European Foundation for Management Development (EFMD).
-
E.
Graduate Management Admission Council
The Graduate Management Admission Council is a global nonprofit organization that develops and oversees standardized assessments and resources used for admission to graduate business and management programs worldwide.
- 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_69bd46459ff48190823377457bcf7128 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd921d02188190b5c1eee7205ea88e |
completed | March 20, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf4895b77c819089629d2296a230bc |
completed | March 22, 2026, 1:40 a.m. |
Created at: March 20, 2026, 2:09 p.m.