Triple
T16757996
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shepherd Center |
E407259
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Vocational Rehabilitation Program
The Vocational Rehabilitation Program is a specialized service that helps individuals with disabilities or injuries rebuild job skills, obtain employment, and successfully return to the workforce.
|
E217146
|
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: Vocational Rehabilitation Program | Statement: [Shepherd Center, hasProgram, Vocational Rehabilitation Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vocational Rehabilitation Program Context triple: [Shepherd Center, hasProgram, Vocational Rehabilitation Program]
-
A.
Vocational Rehabilitation Services
Vocational Rehabilitation Services is a state-run program that helps people with disabilities prepare for, obtain, and maintain employment through counseling, training, and support services.
-
B.
Rehabilitation Services and Vocational Assistance program
The Rehabilitation Services and Vocational Assistance program is a Canadian federal initiative that helps veterans and eligible family members overcome health-related barriers and prepare for, find, and maintain meaningful civilian employment.
-
C.
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.
-
D.
Vocational Rehabilitation Counselors
Vocational Rehabilitation Counselors are specialized professionals who help individuals with disabilities prepare for, obtain, and maintain meaningful employment through assessment, counseling, and coordinated support services.
-
E.
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.
- 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: Vocational Rehabilitation Program Triple: [Shepherd Center, hasProgram, Vocational Rehabilitation Program]
Generated description
The Vocational Rehabilitation Program is a specialized service that helps individuals with disabilities or injuries rebuild job skills, obtain employment, and successfully return to the workforce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vocational Rehabilitation Program Target entity description: The Vocational Rehabilitation Program is a specialized service that helps individuals with disabilities or injuries rebuild job skills, obtain employment, and successfully return to the workforce.
-
A.
Vocational Rehabilitation Services
chosen
Vocational Rehabilitation Services is a state-run program that helps people with disabilities prepare for, obtain, and maintain employment through counseling, training, and support services.
-
B.
Rehabilitation Services and Vocational Assistance program
The Rehabilitation Services and Vocational Assistance program is a Canadian federal initiative that helps veterans and eligible family members overcome health-related barriers and prepare for, find, and maintain meaningful civilian employment.
-
C.
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.
-
D.
Vocational Rehabilitation Counselors
Vocational Rehabilitation Counselors are specialized professionals who help individuals with disabilities prepare for, obtain, and maintain meaningful employment through assessment, counseling, and coordinated support services.
-
E.
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.
- 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_69d8839174188190909f190097207065 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3abea156c8190a5ee6d0028471810 |
completed | April 18, 2026, 4:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00a52886e48190b7a1e6fccd9a5709 |
completed | May 10, 2026, 3:32 p.m. |
| NEDg | Description generation | batch_6a00a5e1eea8819088553ac6673e9b1c |
completed | May 10, 2026, 3:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00a68b92b48190865ddd477a8ba1c6 |
completed | May 10, 2026, 3:38 p.m. |
Created at: April 10, 2026, 5:21 a.m.