Triple
T17486100
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | APA Divisions |
E425780
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | professional subgroup |
C7
|
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: professional subgroup Context triple: [APA Divisions, instanceOf, professional subgroup]
-
A.
professional staff
Professional staff are employees with specialized skills, training, or credentials who perform expert, knowledge-based work to support and advance an organization’s goals.
-
B.
specialized group
A specialized group is a collection of individuals organized around a specific expertise, function, or shared interest to achieve focused goals or perform distinct tasks.
-
C.
occupational group
An occupational group is a collection of individuals who share similar jobs, skills, or professional roles within the labor market or an organization.
-
D.
professional occupation
A professional occupation is a specialized role in the workforce that requires advanced knowledge, formal training or credentials, and adherence to established standards or ethics to provide expert services in a particular field.
-
E.
professional association
chosen
A professional association is an organized group of individuals in the same occupation or field that advances shared professional interests through networking, standards, advocacy, and continuing education.
- 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_69d889dccf7481909264a1844a2e9100 |
completed | April 10, 2026, 5:25 a.m. |
Created at: April 10, 2026, 5:48 a.m.