Triple
T7112697
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Veterans’ Employment and Training Service |
E165742
|
entity |
| Predicate | program |
P804
|
FINISHED |
| Object |
Local Veterans’ Employment Representative Program
The Local Veterans’ Employment Representative Program is a U.S. Department of Labor initiative that places dedicated staff in local workforce agencies to advocate for veterans and help them secure meaningful employment through employer outreach and job development.
|
E165742
|
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: Local Veterans’ Employment Representative Program | Statement: [Veterans’ Employment and Training Service, program, Local Veterans’ Employment Representative Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Local Veterans’ Employment Representative Program Context triple: [Veterans’ Employment and Training Service, program, Local Veterans’ Employment Representative Program]
-
A.
Veterans’ Employment and Training Service
The Veterans’ Employment and Training Service is a U.S. Department of Labor agency that protects and promotes the employment rights and job opportunities of military service members, veterans, and their families.
-
B.
Service-Disabled Veteran-Owned Small Business Program
The Service-Disabled Veteran-Owned Small Business Program is a federal initiative that provides contracting preferences and support to small businesses owned and controlled by service-disabled veterans.
-
C.
Veteran-Owned Small Business Program
The Veteran-Owned Small Business Program is a U.S. federal initiative that provides contracting preferences and support to small businesses owned and controlled by military veterans.
-
D.
Veterans Community Care Program
The Veterans Community Care Program is a U.S. Department of Veterans Affairs initiative that allows eligible veterans to receive healthcare services from approved community providers outside VA facilities under certain conditions.
-
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: Local Veterans’ Employment Representative Program Triple: [Veterans’ Employment and Training Service, program, Local Veterans’ Employment Representative Program]
Generated description
The Local Veterans’ Employment Representative Program is a U.S. Department of Labor initiative that places dedicated staff in local workforce agencies to advocate for veterans and help them secure meaningful employment through employer outreach and job development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Local Veterans’ Employment Representative Program Target entity description: The Local Veterans’ Employment Representative Program is a U.S. Department of Labor initiative that places dedicated staff in local workforce agencies to advocate for veterans and help them secure meaningful employment through employer outreach and job development.
-
A.
Veterans’ Employment and Training Service
chosen
The Veterans’ Employment and Training Service is a U.S. Department of Labor agency that protects and promotes the employment rights and job opportunities of military service members, veterans, and their families.
-
B.
Service-Disabled Veteran-Owned Small Business Program
The Service-Disabled Veteran-Owned Small Business Program is a federal initiative that provides contracting preferences and support to small businesses owned and controlled by service-disabled veterans.
-
C.
Veteran-Owned Small Business Program
The Veteran-Owned Small Business Program is a U.S. federal initiative that provides contracting preferences and support to small businesses owned and controlled by military veterans.
-
D.
Veterans Community Care Program
The Veterans Community Care Program is a U.S. Department of Veterans Affairs initiative that allows eligible veterans to receive healthcare services from approved community providers outside VA facilities under certain conditions.
-
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.
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_69c6888120f081908f8f01b201dc4a4c |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e5edf89c8190a069b35ff7768165 |
completed | March 27, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79cbc35d48190974e207eb98dcbe3 |
completed | March 28, 2026, 9:17 a.m. |
| NEDg | Description generation | batch_69c79d31a9e8819096e6a3040b1852a9 |
completed | March 28, 2026, 9:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79dcae54c8190b06e687236373f68 |
completed | March 28, 2026, 9:22 a.m. |
Created at: March 27, 2026, 2:43 p.m.