Triple
T15835861
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public-Private Investment Program |
E383982
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | public-private partnership scheme |
C29716
|
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: public-private partnership scheme Context triple: [Public-Private Investment Program, instanceOf, public-private partnership scheme]
-
A.
public–private partnership company
A public–private partnership company is an entity formed through collaboration between government and private sector organizations to finance, build, and operate projects or services traditionally provided by the public sector.
-
B.
partnership mechanism
chosen
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.
-
C.
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.
-
D.
cooperative risk-sharing scheme
A cooperative risk-sharing scheme is a collaborative arrangement in which participants pool resources or contributions to collectively absorb and distribute individual losses, reducing the financial impact of adverse events on any single member.
-
E.
academic–industry collaboration scheme
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.
- 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_69d86da34c888190976e06c4019d415a |
completed | April 10, 2026, 3:25 a.m. |
Created at: April 10, 2026, 4:49 a.m.