Triple
T16743606
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Job Training Partnership Act |
E406892
|
entity |
| Predicate | includedTitle |
P3254
|
FINISHED |
| Object |
Title II-A Adult and Youth Training Program
The Title II-A Adult and Youth Training Program was a major federally funded workforce initiative under the Job Training Partnership Act that provided employment and training services to economically disadvantaged adults and youth in the United States.
|
E406892
|
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: Title II-A Adult and Youth Training Program | Statement: [Job Training Partnership Act, includedTitle, Title II-A Adult and Youth Training Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title II-A Adult and Youth Training Program Context triple: [Job Training Partnership Act, includedTitle, Title II-A Adult and Youth Training Program]
-
A.
Job Training Partnership Act
The Job Training Partnership Act was a major U.S. federal law enacted in 1982 that funded job training and employment programs for disadvantaged youth and unemployed adults through partnerships between government and the private sector.
-
B.
Title VIII – Area Vocational Education Programs
Title VIII – Area Vocational Education Programs is a component of the National Defense Education Act that focused on expanding and improving regional vocational training to support the nation’s technical and defense-related workforce needs.
-
C.
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.
-
D.
Trade Adjustment Assistance for Workers program (employment and training components)
The Trade Adjustment Assistance for Workers program (employment and training components) is a U.S. federal initiative that provides retraining, job search, income support, and related services to workers who lose their jobs or whose hours and wages are reduced as a result of increased imports or shifts in production abroad.
-
E.
Technical Assistance for Employers Program
The Technical Assistance for Employers Program is a service of the Oregon Bureau of Labor and Industries that provides guidance, training, and resources to help employers understand and comply with state labor and employment laws.
- 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: Title II-A Adult and Youth Training Program Triple: [Job Training Partnership Act, includedTitle, Title II-A Adult and Youth Training Program]
Generated description
The Title II-A Adult and Youth Training Program was a major federally funded workforce initiative under the Job Training Partnership Act that provided employment and training services to economically disadvantaged adults and youth in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title II-A Adult and Youth Training Program Target entity description: The Title II-A Adult and Youth Training Program was a major federally funded workforce initiative under the Job Training Partnership Act that provided employment and training services to economically disadvantaged adults and youth in the United States.
-
A.
Job Training Partnership Act
chosen
The Job Training Partnership Act was a major U.S. federal law enacted in 1982 that funded job training and employment programs for disadvantaged youth and unemployed adults through partnerships between government and the private sector.
-
B.
Title VIII – Area Vocational Education Programs
Title VIII – Area Vocational Education Programs is a component of the National Defense Education Act that focused on expanding and improving regional vocational training to support the nation’s technical and defense-related workforce needs.
-
C.
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.
-
D.
Trade Adjustment Assistance for Workers program (employment and training components)
The Trade Adjustment Assistance for Workers program (employment and training components) is a U.S. federal initiative that provides retraining, job search, income support, and related services to workers who lose their jobs or whose hours and wages are reduced as a result of increased imports or shifts in production abroad.
-
E.
Technical Assistance for Employers Program
The Technical Assistance for Employers Program is a service of the Oregon Bureau of Labor and Industries that provides guidance, training, and resources to help employers understand and comply with state labor and employment laws.
- F. None of above.
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_69d8838ffb088190a0b11149929006bf |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3aa205138819080284fd9a4341225 |
completed | April 18, 2026, 3:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a009d52d88081909695a08d00bd2257 |
completed | May 10, 2026, 2:59 p.m. |
| NEDg | Description generation | batch_6a009dd925308190a82c6ef014b37333 |
completed | May 10, 2026, 3:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a009e9b9874819084060408cdc44d0b |
completed | May 10, 2026, 3:04 p.m. |
Created at: April 10, 2026, 5:21 a.m.