Triple
T1446553
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uniformed Services Employment and Reemployment Rights Act |
E31190
|
entity |
| Predicate | enforcedBy |
P1115
|
FINISHED |
| Object |
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.
|
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: Veterans’ Employment and Training Service | Statement: [Uniformed Services Employment and Reemployment Rights Act, enforcedBy, Veterans’ Employment and Training Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Veterans’ Employment and Training Service Context triple: [Uniformed Services Employment and Reemployment Rights Act, enforcedBy, Veterans’ Employment and Training Service]
-
A.
Veterans Benefits Administration
The Veterans Benefits Administration is the branch of the U.S. Department of Veterans Affairs responsible for administering financial and other non-medical benefits to military veterans and their families.
-
B.
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.
-
C.
United States Department of Veterans Affairs
The United States Department of Veterans Affairs is a federal executive department responsible for providing healthcare, benefits, and other essential services to U.S. military veterans and their families.
-
D.
U.S. Office of Vocational Rehabilitation
The U.S. Office of Vocational Rehabilitation was a federal agency responsible for providing and overseeing services that helped individuals with disabilities prepare for, obtain, and maintain employment.
-
E.
Veterans Health Administration
The Veterans Health Administration is the U.S. federal government’s integrated healthcare system that provides medical services to eligible military veterans through a nationwide network of hospitals and clinics.
- 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: Veterans’ Employment and Training Service Triple: [Uniformed Services Employment and Reemployment Rights Act, enforcedBy, Veterans’ Employment and Training Service]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Veterans’ Employment and Training Service Target entity description: 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.
-
A.
Veterans Benefits Administration
The Veterans Benefits Administration is the branch of the U.S. Department of Veterans Affairs responsible for administering financial and other non-medical benefits to military veterans and their families.
-
B.
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.
-
C.
United States Department of Veterans Affairs
The United States Department of Veterans Affairs is a federal executive department responsible for providing healthcare, benefits, and other essential services to U.S. military veterans and their families.
-
D.
U.S. Office of Vocational Rehabilitation
The U.S. Office of Vocational Rehabilitation was a federal agency responsible for providing and overseeing services that helped individuals with disabilities prepare for, obtain, and maintain employment.
-
E.
Veterans Health Administration
The Veterans Health Administration is the U.S. federal government’s integrated healthcare system that provides medical services to eligible military veterans through a nationwide network of hospitals and clinics.
- 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_69a4991633388190a4d61b5a98aa407a |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c558e0e081909802753872374d7b |
completed | March 1, 2026, 11:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad08c046b08190a448ba2549dc5e00 |
completed | March 8, 2026, 5:27 a.m. |
| NEDg | Description generation | batch_69ad09ec3b388190b492e8959a3617c9 |
completed | March 8, 2026, 5:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad0aefb1c88190a368d68454a0b9d0 |
completed | March 8, 2026, 5:36 a.m. |
Created at: March 1, 2026, 8 p.m.