Triple
T7112693
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Veterans’ Employment and Training Service |
E165742
|
entity |
| Predicate | program |
P804
|
FINISHED |
| Object |
Jobs for Veterans State Grants
Jobs for Veterans State Grants is a federal funding program that supports state workforce agencies in providing employment and training services to U.S. military veterans.
|
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: Jobs for Veterans State Grants | Statement: [Veterans’ Employment and Training Service, program, Jobs for Veterans State Grants]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jobs for Veterans State Grants Context triple: [Veterans’ Employment and Training Service, program, Jobs for Veterans State Grants]
-
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.
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.
-
C.
veterans benefits regional offices
Veterans benefits regional offices are local administrative centers that process and manage claims, services, and support programs for U.S. military veterans and their families.
-
D.
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.
-
E.
Veterans Choice Program
The Veterans Choice Program was a U.S. Department of Veterans Affairs initiative that allowed eligible veterans to receive healthcare from approved community providers outside the VA system to improve access and reduce wait times.
- 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: Jobs for Veterans State Grants Triple: [Veterans’ Employment and Training Service, program, Jobs for Veterans State Grants]
Generated description
Jobs for Veterans State Grants is a federal funding program that supports state workforce agencies in providing employment and training services to U.S. military veterans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jobs for Veterans State Grants Target entity description: Jobs for Veterans State Grants is a federal funding program that supports state workforce agencies in providing employment and training services to U.S. military veterans.
-
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.
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.
-
C.
veterans benefits regional offices
Veterans benefits regional offices are local administrative centers that process and manage claims, services, and support programs for U.S. military veterans and their families.
-
D.
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.
-
E.
Veterans Choice Program
The Veterans Choice Program was a U.S. Department of Veterans Affairs initiative that allowed eligible veterans to receive healthcare from approved community providers outside the VA system to improve access and reduce wait times.
- 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.