Triple
T2562779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | School of Management, Huazhong University of Science and Technology |
E57279
|
entity |
| Predicate | offersDegree |
P49
|
FINISHED |
| Object | EMBA |
E79133
|
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: EMBA | Statement: [School of Management, Huazhong University of Science and Technology, offersDegree, EMBA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EMBA Context triple: [School of Management, Huazhong University of Science and Technology, offersDegree, EMBA]
-
A.
MBA
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.
Executive MBA
chosen
Executive MBA is an advanced business degree program designed for experienced professionals and executives seeking to enhance their leadership and management skills while continuing to work full-time.
-
C.
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.
-
D.
Evening & Weekend MBA
Evening & Weekend MBA is a part-time Master of Business Administration program designed for working professionals who attend classes outside standard weekday hours.
-
E.
EQUIS
EQUIS is an international quality accreditation system for business and management schools, awarded by the European Foundation for Management Development (EFMD).
- 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_69ab4a4ef9008190a0e6d4422b9418b7 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd3374c648190a29b2cc209d66668 |
completed | March 7, 2026, 7:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af5d264db481908e9dc3b5e2e8260a |
completed | March 9, 2026, 11:52 p.m. |
Created at: March 6, 2026, 9:48 p.m.