Triple

T6133681
Position Surface form Disambiguated ID Type / Status
Subject CEMS – The Global Alliance in Management Education E136780 entity
Predicate shortName P43 FINISHED
Object CEMS
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.
 E571420 NE FINISHED

How this triple was built (4 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, shortName, 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, shortName, CEMS]
  • A. CEMA
    CEMA is the acronym for the French Chief of the Defence Staff, the highest-ranking military officer overseeing France’s armed forces.
  • B. 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.
  • C. CSM
    CSM is a renowned London art and design college known for its influential fashion, fine art, and creative industries programs.
  • D. CCS
    CCS is the Crown Commercial Service, a UK government agency that helps public sector organizations procure goods and services efficiently and cost-effectively.
  • E. CCS
    CCS is the abbreviation for the Combined Chiefs of Staff, the high-level military command structure formed by the United States and United Kingdom during World War II to coordinate Allied strategy.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: CEMS
Triple: [CEMS – The Global Alliance in Management Education, shortName, CEMS]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CEMS
Target entity description: 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.
  • A. CEMA
    CEMA is the acronym for the French Chief of the Defence Staff, the highest-ranking military officer overseeing France’s armed forces.
  • B. 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.
  • C. CSM
    CSM is a renowned London art and design college known for its influential fashion, fine art, and creative industries programs.
  • D. CCS
    CCS is the Crown Commercial Service, a UK government agency that helps public sector organizations procure goods and services efficiently and cost-effectively.
  • E. CCS
    CCS is the abbreviation for the Combined Chiefs of Staff, the high-level military command structure formed by the United States and United Kingdom during World War II to coordinate Allied strategy.
  • F. None of above. chosen

Provenance (5 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_69c135dcace481909b60c1816179f78a completed March 23, 2026, 12:45 p.m.
NEDg Description generation batch_69c136df4cb88190baff17b4e0cdfc31 completed March 23, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69c137a10d908190a23c8be20277e803 completed March 23, 2026, 12:52 p.m.
Created at: March 22, 2026, 4:15 p.m.