Triple
T25064335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | WorkForce West Virginia |
E627741
|
entity |
| Predicate | workerService |
P157922
|
FINISHED |
| Object | skills development programs |
—
|
LITERAL FINISHED |
How this triple was built (2 steps)
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.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: skills development programs | Statement: [WorkForce West Virginia, workerService, skills development programs]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: workerService Context triple: [WorkForce West Virginia, workerService, skills development programs]
-
A.
workerService
chosen
Indicates that a worker is employed to perform services or tasks for another party or organization.
-
B.
workerCaste
Indicates a relationship where an entity belongs to or is classified within a particular worker caste or labor-based social group.
-
C.
workerTrait
Indicates that a worker possesses a particular characteristic, quality, or attribute.
-
D.
workDistributor
Indicates that one entity is responsible for assigning, allocating, or distributing work or tasks to others.
-
E.
parallelService
Indicates that two or more services operate concurrently or in parallel rather than sequentially.
- F. None of above.
Provenance (3 batches)
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_69e2ff2d71dc8190b4758e57d643cbe4 |
completed | April 18, 2026, 3:49 a.m. |
| NER | Named-entity recognition | batch_69f48b9b687881908fd87a2f5fa0b1e7 |
completed | May 1, 2026, 11:16 a.m. |
| PD | Predicate disambiguation | batch_69f48060597c8190a4414e4e4fcb1fec |
completed | May 1, 2026, 10:28 a.m. |
Created at: April 18, 2026, 6:10 a.m.