Triple
T12528103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Job Center network |
E299490
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | workforce development system |
C31600
|
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: workforce development system Context triple: [American Job Center network, instanceOf, workforce development system]
-
A.
public employment program
A public employment program is a government-initiated scheme that directly creates temporary or permanent jobs, typically in public works or community services, to reduce unemployment and support income for targeted populations.
-
B.
labor market reform
Labor market reform is the process of changing laws, regulations, and institutions governing employment to improve efficiency, flexibility, equity, or job creation in an economy.
-
C.
STEM workforce development program
A STEM workforce development program is an organized initiative that prepares individuals with the technical, professional, and practical skills needed to enter, advance, and sustain careers in science, technology, engineering, and mathematics fields.
-
D.
labor migration system
A labor migration system is the structured set of policies, institutions, processes, and social networks that govern and shape the movement of workers across regions or countries, including their recruitment, rights, conditions, and integration.
-
E.
labor department
The labor department is a governmental or organizational unit responsible for overseeing employment standards, workplace safety, labor relations, and workforce development policies and programs.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
Created at: April 8, 2026, 9:57 p.m.