Triple
T12528360
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Job Centers |
E299495
|
entity |
| Predicate | implements |
P1417
|
FINISHED |
| Object | WIOA |
E137734
|
NE 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: WIOA | Statement: [American Job Centers, implements, WIOA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: WIOA Context triple: [American Job Centers, implements, WIOA]
-
A.
Comprehensive Employment and Training Act
The Comprehensive Employment and Training Act was a major U.S. federal law enacted in the 1970s that funded job training and public service employment programs, particularly for disadvantaged and unemployed workers, by decentralizing control to state and local governments.
-
B.
Workforce Investment Act of 1998
The Workforce Investment Act of 1998 is a U.S. federal law that overhauled and consolidated job training, adult education, and employment services into a coordinated workforce development system to better connect workers with employers.
-
C.
Job Corps
Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
-
D.
Comprehensive Employment and Training Act amendments
The Comprehensive Employment and Training Act amendments were legislative updates in the 1970s that expanded and refined federal job training and employment programs for unemployed and disadvantaged workers in the United States.
-
E.
Workforce Innovation and Opportunity Act (rehabilitation provisions)
chosen
The Workforce Innovation and Opportunity Act (rehabilitation provisions) is a U.S. federal law framework that modernizes and governs vocational rehabilitation and related disability employment services to help individuals with disabilities prepare for, obtain, and retain competitive integrated employment.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9545e90948190980bd4d64964a0f2 |
completed | April 10, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bc674e881908673e1f9103cc8be |
completed | May 2, 2026, 7:08 p.m. |
Created at: April 8, 2026, 9:57 p.m.