Triple
T3726852
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | EFMD |
E81770
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | management development network |
C13996
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: management development network Context triple: [EFMD, instanceOf, management development network]
-
A.
leadership development program
A leadership development program is a structured set of learning experiences and activities designed to build individuals’ skills, behaviors, and mindsets needed to effectively lead people and organizations.
-
B.
personal development program
A personal development program is a structured set of activities, resources, and guidance designed to help individuals improve their skills, mindset, and behaviors to achieve specific personal and professional growth goals.
-
C.
professional development program
A professional development program is a structured series of learning activities and resources designed to enhance individuals’ skills, knowledge, and competencies for career growth and improved job performance.
-
D.
manufacturing network
A manufacturing network is an interconnected system of facilities, suppliers, technologies, and logistics that collaboratively plan, produce, and distribute goods across multiple locations.
-
E.
management book
A management book is a non-fiction work that provides theories, strategies, and practical guidance for planning, organizing, leading, and controlling people and resources in organizations.
- F. None of above. chosen
Provenance (1 batch)
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_69ad8b1b7ef081908d2d381bbf54985a |
completed | March 8, 2026, 2:43 p.m. |
Created at: March 8, 2026, 3:34 p.m.