Triple
T16743608
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Job Training Partnership Act |
E406892
|
entity |
| Predicate | includedTitle |
P3254
|
FINISHED |
| Object |
Title III Dislocated Worker Program
Title III Dislocated Worker Program is a federally funded U.S. workforce initiative that provides retraining, job search assistance, and support services to workers who have lost their jobs due to plant closures, layoffs, or economic downturns.
|
E1230322
|
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 III Dislocated Worker Program | Statement: [Job Training Partnership Act, includedTitle, Title III Dislocated Worker Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title III Dislocated Worker Program Context triple: [Job Training Partnership Act, includedTitle, Title III Dislocated Worker Program]
-
A.
Title III
Title III is the section of the Superfund Amendments and Reauthorization Act that established the Emergency Planning and Community Right-to-Know Act, requiring communities and industries to plan for and disclose information about hazardous chemical releases.
-
B.
Title III
Title III is a section of U.S. higher education law that provides federal support to strengthen and improve institutions serving large numbers of low-income and underrepresented students, including many minority-serving colleges and universities.
-
C.
Title III
Title III is a section of the Digital Millennium Copyright Act that addresses limitations on liability for online service providers regarding copyright infringement.
-
D.
Title III
Title III is the section of the Americans with Disabilities Act that prohibits disability-based discrimination in places of public accommodation and commercial facilities, requiring equal access to goods, services, and facilities.
-
E.
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.
- 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 III Dislocated Worker Program Triple: [Job Training Partnership Act, includedTitle, Title III Dislocated Worker Program]
Generated description
Title III Dislocated Worker Program is a federally funded U.S. workforce initiative that provides retraining, job search assistance, and support services to workers who have lost their jobs due to plant closures, layoffs, or economic downturns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title III Dislocated Worker Program Target entity description: Title III Dislocated Worker Program is a federally funded U.S. workforce initiative that provides retraining, job search assistance, and support services to workers who have lost their jobs due to plant closures, layoffs, or economic downturns.
-
A.
Title III
Title III is the section of the Superfund Amendments and Reauthorization Act that established the Emergency Planning and Community Right-to-Know Act, requiring communities and industries to plan for and disclose information about hazardous chemical releases.
-
B.
Title III
Title III is a section of U.S. higher education law that provides federal support to strengthen and improve institutions serving large numbers of low-income and underrepresented students, including many minority-serving colleges and universities.
-
C.
Title III
Title III is a section of the Digital Millennium Copyright Act that addresses limitations on liability for online service providers regarding copyright infringement.
-
D.
Title III
Title III is the section of the Americans with Disabilities Act that prohibits disability-based discrimination in places of public accommodation and commercial facilities, requiring equal access to goods, services, and facilities.
-
E.
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.
- 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_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.