Triple
T12684670
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Faculty of Business Administration, The Chinese University of Hong Kong |
E303036
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object | EFMD Quality Improvement System |
E81770
|
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: EFMD Quality Improvement System | Statement: [Faculty of Business Administration, The Chinese University of Hong Kong, affiliation, EFMD Quality Improvement System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EFMD Quality Improvement System Context triple: [Faculty of Business Administration, The Chinese University of Hong Kong, affiliation, EFMD Quality Improvement System]
-
A.
EFMD
chosen
EFMD is a global, non-profit management development organization best known for accrediting business schools and programs worldwide.
-
B.
Centre for Quality Management
The Centre for Quality Management is a specialized unit within Norway’s national public health institute that focuses on improving the quality, safety, and effectiveness of health services and public health practices.
-
C.
ISO 9004
ISO 9004 is an international standard that offers guidance for organizations to achieve sustained success by improving overall performance and the effectiveness of their quality management systems.
-
D.
QMS
QMS is the U.S. Army’s Quartermaster School, responsible for training and developing logistics, supply, and sustainment professionals for the Army.
-
E.
Centre for Quality Assurance
The Centre for Quality Assurance is a specialized unit within the Norwegian Institute of Public Health responsible for ensuring the reliability, standardization, and continuous improvement of the institute’s public health data, methods, and services.
- 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_69d7bdee64a08190801c6d470aefd723 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961d7cd4c81909521839ef5859799 |
completed | April 10, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f671a8f068819086e2191439607f76 |
completed | May 2, 2026, 9:50 p.m. |
Created at: April 9, 2026, 5:21 p.m.