Triple
T21234260
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HEC Liège – Management School of the University of Liège |
E523300
|
entity |
| Predicate | accreditation |
P117
|
FINISHED |
| Object | AMBA |
—
|
NE NERFINISHED |
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: AMBA | Statement: [HEC Liège – Management School of the University of Liège, accreditation, AMBA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AMBA Context triple: [HEC Liège – Management School of the University of Liège, accreditation, AMBA]
-
A.
AMBA
chosen
AMBA (the Association of MBAs) is a leading international accreditation body that evaluates and endorses the quality of postgraduate business education programs worldwide.
-
B.
AHB
AHB is the IATA airport code for Abha Regional Airport in Abha, Saudi Arabia.
-
C.
Element Interconnect Bus
The Element Interconnect Bus is a high-speed internal communication network in the Cell Broadband Engine architecture that links its processing elements and memory controllers to enable efficient parallel data transfer.
-
D.
UNIBUS
UNIBUS is a pioneering computer bus architecture developed for Digital Equipment Corporation’s PDP series that unified memory and peripheral communications on a single shared system bus.
-
E.
Multibus
Multibus is an early Intel-developed computer bus standard widely used in 1980s workstations and embedded systems for modular expansion and peripheral connectivity.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e0b512ad94819087942b2ed925185f |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7351e4b908190bc02f063e3822123 |
completed | April 21, 2026, 8:28 a.m. |
Created at: April 16, 2026, 3:45 p.m.