Triple
T36058577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Private Partnership Unit (UKAS) (Malaysia) |
E1043013
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | public–private partnership unit |
C43914
|
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 unit Context triple: [Public Private Partnership Unit (UKAS) (Malaysia), instanceOf, public–private partnership unit]
-
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.
public–private climate finance initiative
A public–private climate finance initiative is a collaborative mechanism where governments and private sector entities jointly mobilize, structure, and deploy capital to fund projects that reduce greenhouse gas emissions and enhance climate resilience.
-
C.
partnership body
chosen
A partnership body is an organized group formed by two or more independent entities that collaborate under agreed arrangements to pursue shared goals, responsibilities, and benefits.
-
D.
publicly traded partnership
A publicly traded partnership is a business entity organized as a partnership whose ownership interests (units) are traded on public securities exchanges, combining partnership tax treatment with the liquidity of publicly traded stock.
-
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_69f76e2f09448190b0486d5ecad5e243 |
completed | May 3, 2026, 3:47 p.m. |
Created at: May 3, 2026, 4:08 p.m.