Triple

T30355780
Position Surface form Disambiguated ID Type / Status
Subject Knowledge Transfer Partnerships E772139 entity
Predicate instanceOf P0 FINISHED
Object business–university collaboration mechanism C27200 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: business–university collaboration mechanism
Context triple: [Knowledge Transfer Partnerships, instanceOf, business–university collaboration mechanism]
  • A. university collaboration
    University collaboration is the structured partnership between universities and external entities (such as other academic institutions, industry, government, or communities) to jointly pursue research, education, innovation, and resource sharing.
  • B. academic–industry collaboration scheme chosen
    An academic–industry collaboration scheme is a structured framework that facilitates joint research, knowledge transfer, and innovation between universities and commercial organizations through coordinated projects, funding mechanisms, and shared resources.
  • C. partnership mechanism
    A partnership mechanism is a structured approach, process, or set of rules that governs how two or more parties collaborate, share resources, distribute responsibilities, and allocate benefits to achieve common objectives.
  • D. university research enterprise
    A university research enterprise is the integrated system of people, infrastructure, funding, policies, and partnerships through which a university generates, manages, and translates new knowledge and innovations.
  • E. public-sector collaboration
    Public-sector collaboration is the coordinated effort among government agencies and public institutions, often with private and nonprofit partners, to jointly design, implement, and manage policies or services that address shared societal challenges.
  • F. None of above.

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_69f2248c6f5c8190a6177842bf791a3c completed April 29, 2026, 3:32 p.m.
Created at: April 29, 2026, 7:57 p.m.