Triple
T2797466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Employment and Training Administration |
E53072
|
entity |
| Predicate | administers |
P123
|
FINISHED |
| Object |
Reemployment Services and Eligibility Assessments grants (policy and funding)
Reemployment Services and Eligibility Assessments grants are a U.S. Department of Labor funding program that supports states in providing targeted reemployment services and eligibility reviews to help unemployment insurance claimants return to work more quickly and appropriately.
|
E299493
|
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: Reemployment Services and Eligibility Assessments grants (policy and funding) | Statement: [Employment and Training Administration, administers, Reemployment Services and Eligibility Assessments grants (policy and funding)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Reemployment Services and Eligibility Assessments grants (policy and funding) Context triple: [Employment and Training Administration, administers, Reemployment Services and Eligibility Assessments grants (policy and funding)]
-
A.
Employment Service
Employment Service was a former UK government agency responsible for helping people find work and administering employment-related benefits before its functions were absorbed into successor bodies.
-
B.
Vocational Rehabilitation Services
Vocational Rehabilitation Services is a state-run program that helps people with disabilities prepare for, obtain, and maintain employment through counseling, training, and support services.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: Reemployment Services and Eligibility Assessments grants (policy and funding) Triple: [Employment and Training Administration, administers, Reemployment Services and Eligibility Assessments grants (policy and funding)]
Generated description
Reemployment Services and Eligibility Assessments grants are a U.S. Department of Labor funding program that supports states in providing targeted reemployment services and eligibility reviews to help unemployment insurance claimants return to work more quickly and appropriately.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Reemployment Services and Eligibility Assessments grants (policy and funding) Target entity description: Reemployment Services and Eligibility Assessments grants are a U.S. Department of Labor funding program that supports states in providing targeted reemployment services and eligibility reviews to help unemployment insurance claimants return to work more quickly and appropriately.
-
A.
Employment Service
Employment Service was a former UK government agency responsible for helping people find work and administering employment-related benefits before its functions were absorbed into successor bodies.
-
B.
Vocational Rehabilitation Services
Vocational Rehabilitation Services is a state-run program that helps people with disabilities prepare for, obtain, and maintain employment through counseling, training, and support services.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69ab495a90788190941b6917e1eca3a6 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abddf0f4988190bffc3abab7edbb81 |
completed | March 7, 2026, 8:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc66798148190bd7b163043167409 |
completed | March 10, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69afc6e6d4bc81908108fe24677448c3 |
completed | March 10, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc792051c8190b8c95156e5fcfe2f |
completed | March 10, 2026, 7:26 a.m. |
Created at: March 6, 2026, 9:58 p.m.