Triple
T6133688
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CEMS – The Global Alliance in Management Education |
E136780
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object | CEMS |
E571420
|
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: CEMS | Statement: [CEMS – The Global Alliance in Management Education, abbreviation, CEMS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CEMS Context triple: [CEMS – The Global Alliance in Management Education, abbreviation, CEMS]
-
A.
CEMS
chosen
CEMS is a global alliance of leading business schools, multinational companies, and NGOs that collaborates to offer an internationally focused Master’s in Management and promote high-standard management education worldwide.
-
B.
CEMA
CEMA is the acronym for the French Chief of the Defence Staff, the highest-ranking military officer overseeing France’s armed forces.
-
C.
CEMM
CEMM is the official abbreviation for the Chief of Staff of the French Navy, the highest-ranking officer responsible for commanding and overseeing France’s naval forces.
-
D.
CSM
CSM is a renowned London art and design college known for its influential fashion, fine art, and creative industries programs.
-
E.
CCS
CCS is the Crown Commercial Service, a UK government agency that helps public sector organizations procure goods and services efficiently and cost-effectively.
- 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_69c008a179388190a3b5a081bbf46d55 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05c7f34d081909e589b201b22be21 |
completed | March 22, 2026, 9:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1416e8fa8819092bf830cbaa56647 |
completed | March 23, 2026, 1:34 p.m. |
Created at: March 22, 2026, 4:15 p.m.