Triple

T14171097
Position Surface form Disambiguated ID Type / Status
Subject KEDGE Business School E351207 entity
Predicate formedByMergerOf P77 FINISHED
Object Euromed Management
Euromed Management was a French business school based in Marseille that later became part of KEDGE Business School through a merger.
 E1084704 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: Euromed Management | Statement: [KEDGE Business School, formedByMergerOf, Euromed Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Euromed Management
Context triple: [KEDGE Business School, formedByMergerOf, Euromed Management]
  • A. Club Méditerranée S.A.
    Club Méditerranée S.A. is a French company best known for operating the global chain of all-inclusive Club Med vacation resorts.
  • B. Amaury Group
    Amaury Group is a French media and publishing company best known as the parent company of Amaury Sport Organisation, which organizes major sporting events such as the Tour de France.
  • C. Antici Group
    Antici Group is an informal preparatory body within the Council of the European Union that coordinates and streamlines the work of EU ambassadors in the Committee of Permanent Representatives (COREPER II).
  • D. Egis Group
    Egis Group is a global engineering and infrastructure consulting firm that manages and operates transportation facilities such as airports, roads, and urban transit systems.
  • E. Morar Group
    The Morar Group is a sequence of metamorphic rock formations in the Scottish Highlands that forms part of the ancient Moine geology.
  • 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: Euromed Management
Triple: [KEDGE Business School, formedByMergerOf, Euromed Management]
Generated description
Euromed Management was a French business school based in Marseille that later became part of KEDGE Business School through a merger.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Euromed Management
Target entity description: Euromed Management was a French business school based in Marseille that later became part of KEDGE Business School through a merger.
  • A. Club Méditerranée S.A.
    Club Méditerranée S.A. is a French company best known for operating the global chain of all-inclusive Club Med vacation resorts.
  • B. Amaury Group
    Amaury Group is a French media and publishing company best known as the parent company of Amaury Sport Organisation, which organizes major sporting events such as the Tour de France.
  • C. Antici Group
    Antici Group is an informal preparatory body within the Council of the European Union that coordinates and streamlines the work of EU ambassadors in the Committee of Permanent Representatives (COREPER II).
  • D. Egis Group
    Egis Group is a global engineering and infrastructure consulting firm that manages and operates transportation facilities such as airports, roads, and urban transit systems.
  • E. Morar Group
    The Morar Group is a sequence of metamorphic rock formations in the Scottish Highlands that forms part of the ancient Moine geology.
  • 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_69d8278834a08190b0f1784e58d7b99c completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61b5dcbc8190b0cfcce5e6c6d582 completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf808e6088190a607903be0f2adc7 completed May 7, 2026, 8:37 p.m.
NEDg Description generation batch_69fd09bad5b48190913aaba5dd2a509d completed May 7, 2026, 9:52 p.m.
NED2 Entity disambiguation (via description) batch_69fd0a7603848190a4b73971cb75f99e completed May 7, 2026, 9:56 p.m.
Created at: April 10, 2026, 1:01 a.m.