Triple
T1205195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office of Special Education and Rehabilitative Services |
E25871
|
entity |
| Predicate | legalBasis |
P125
|
FINISHED |
| Object |
Workforce Innovation and Opportunity Act (rehabilitation provisions)
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.
|
E137734
|
NE FINISHED |
How this triple was built (4 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: Workforce Innovation and Opportunity Act (rehabilitation provisions) | Statement: [Office of Special Education and Rehabilitative Services, legalBasis, Workforce Innovation and Opportunity Act (rehabilitation provisions)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Workforce Innovation and Opportunity Act (rehabilitation provisions) Context triple: [Office of Special Education and Rehabilitative Services, legalBasis, Workforce Innovation and Opportunity Act (rehabilitation provisions)]
-
A.
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.
-
B.
Rehabilitation Act Amendments of 1974
The Rehabilitation Act Amendments of 1974 were U.S. federal legislative changes that strengthened and expanded protections and services for individuals with disabilities, particularly in employment, education, and access to federally funded programs.
-
C.
U.S. Office of Vocational Rehabilitation
The U.S. Office of Vocational Rehabilitation was a federal agency responsible for providing and overseeing services that helped individuals with disabilities prepare for, obtain, and maintain employment.
-
D.
Rehabilitation Act of 1973
The Rehabilitation Act of 1973 is a landmark U.S. civil rights law that prohibits discrimination on the basis of disability in programs and activities receiving federal financial assistance and in federal employment.
-
E.
Vocational Rehabilitation and Employment Service
The Vocational Rehabilitation and Employment Service is a U.S. Department of Veterans Affairs program that helps veterans with service-connected disabilities prepare for, find, and maintain suitable employment or achieve independent living.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Workforce Innovation and Opportunity Act (rehabilitation provisions) Triple: [Office of Special Education and Rehabilitative Services, legalBasis, Workforce Innovation and Opportunity Act (rehabilitation provisions)]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Workforce Innovation and Opportunity Act (rehabilitation provisions) Target entity description: 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.
-
A.
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.
-
B.
Rehabilitation Act Amendments of 1974
The Rehabilitation Act Amendments of 1974 were U.S. federal legislative changes that strengthened and expanded protections and services for individuals with disabilities, particularly in employment, education, and access to federally funded programs.
-
C.
U.S. Office of Vocational Rehabilitation
The U.S. Office of Vocational Rehabilitation was a federal agency responsible for providing and overseeing services that helped individuals with disabilities prepare for, obtain, and maintain employment.
-
D.
Rehabilitation Act of 1973
The Rehabilitation Act of 1973 is a landmark U.S. civil rights law that prohibits discrimination on the basis of disability in programs and activities receiving federal financial assistance and in federal employment.
-
E.
Vocational Rehabilitation and Employment Service
The Vocational Rehabilitation and Employment Service is a U.S. Department of Veterans Affairs program that helps veterans with service-connected disabilities prepare for, find, and maintain suitable employment or achieve independent living.
- F. None of above. chosen
Provenance (5 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_69a4942b30f08190a91c60573e16b5ef |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bdc0f8d08190b340012a9eb26275 |
completed | March 1, 2026, 10:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac7f3f4c508190bdc3d436d393daf9 |
completed | March 7, 2026, 7:40 p.m. |
| NEDg | Description generation | batch_69ac7fc59a488190adbdf156aaff8c03 |
completed | March 7, 2026, 7:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac806a6d748190acc5cdfa8fb90a64 |
completed | March 7, 2026, 7:45 p.m. |
Created at: March 1, 2026, 7:46 p.m.