Triple

T15275096
Position Surface form Disambiguated ID Type / Status
Subject Veterans Affairs Canada E365116 entity
Predicate providesProgram P15106 FINISHED
Object 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.
E1146477 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: Rehabilitation Services and Vocational Assistance program | Statement: [Veterans Affairs Canada, providesProgram, Rehabilitation Services and Vocational Assistance program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rehabilitation Services and Vocational Assistance program
Context triple: [Veterans Affairs Canada, providesProgram, Rehabilitation Services and Vocational Assistance 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. 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. 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.
  • 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. Division of Rehabilitation Services
    The Division of Rehabilitation Services is a state agency unit in Illinois that provides vocational, educational, and independent living support to individuals with disabilities to help them achieve employment and self-sufficiency.
  • 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: Rehabilitation Services and Vocational Assistance program
Triple: [Veterans Affairs Canada, providesProgram, Rehabilitation Services and Vocational Assistance program]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rehabilitation Services and Vocational Assistance program
Target entity description: 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.
  • 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. 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. 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.
  • 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. Division of Rehabilitation Services
    The Division of Rehabilitation Services is a state agency unit in Illinois that provides vocational, educational, and independent living support to individuals with disabilities to help them achieve employment and self-sufficiency.
  • 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_69d85a0f08408190b3c3259ae35d79d2 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00952731c8190bf6a5e6e10c95b94 completed April 15, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fee6069f488190b74793200e5698ff completed May 9, 2026, 7:45 a.m.
NEDg Description generation batch_69fee82a8ab08190813620457c5357b4 completed May 9, 2026, 7:54 a.m.
NED2 Entity disambiguation (via description) batch_69fee8cce6c0819084b425b5cd09efe0 completed May 9, 2026, 7:57 a.m.
Created at: April 10, 2026, 3:14 a.m.