Triple
T13543421
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UNISA Graduate School of Business Leadership |
E323448
|
entity |
| Predicate | offersProgram |
P178
|
FINISHED |
| Object | MBA |
E2016
|
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: MBA | Statement: [UNISA Graduate School of Business Leadership, offersProgram, MBA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MBA Context triple: [UNISA Graduate School of Business Leadership, offersProgram, MBA]
-
A.
MBA
chosen
The MBA is a prestigious graduate-level business degree designed to develop advanced leadership, management, and analytical skills for careers in business and related fields.
-
B.
MBA
MBA is the three-letter IATA airport code assigned to Moi International Airport in Mombasa, Kenya.
-
C.
MSc in Management
The MSc in Management is a graduate-level business degree focused on developing advanced analytical, research, and managerial skills for careers in academia, consulting, and organizational leadership.
-
D.
Association of MBAs
The Association of MBAs (AMBA) is an international accreditation body that evaluates and endorses postgraduate business programs, particularly MBA degrees, to ensure high standards of quality and global recognition.
-
E.
BBA
BBA is an undergraduate Bachelor of Business Administration degree program focused on foundational and applied business education.
- 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_69d8076776248190bdf0d4fa1f85a5fc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbafda36248190acabde65a88c5471 |
completed | April 12, 2026, 2:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75da094288190aff108b006c3da1f |
completed | May 3, 2026, 2:37 p.m. |
Created at: April 9, 2026, 9:45 p.m.