Triple
T36978047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | O*NET |
E914750
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | labor market information system |
C31601
|
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: labor market information system Context triple: [O*NET, instanceOf, labor market information system]
-
A.
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.
-
B.
labour market coordination mechanism
A labour market coordination mechanism is the set of institutions, rules, and practices through which employers, workers, and the state align wage-setting, employment conditions, and labour allocation across the economy.
-
C.
workforce development system
A workforce development system is an integrated framework of policies, programs, and services designed to prepare, upskill, and connect individuals to employment opportunities that meet current and future labor market needs.
-
D.
labor economics study
A labor economics study analyzes how workers, employers, and institutions interact in labor markets to determine wages, employment, and working conditions.
-
E.
public employment service network
chosen
A public employment service network is a coordinated system of government-run agencies and digital platforms that connect job seekers with employers, provide labor market information, and deliver employment-related support services.
- 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_69f76e8d13b4819089af24a47ce092fc |
completed | May 3, 2026, 3:49 p.m. |
Created at: May 3, 2026, 4:14 p.m.