Triple

T16757997
Position Surface form Disambiguated ID Type / Status
Subject Shepherd Center E407259 entity
Predicate hasProgram P178 FINISHED
Object Driving Rehabilitation Program
The Driving Rehabilitation Program is a specialized service that helps individuals with disabilities or injuries safely return to or begin driving through assessment, training, and adaptive equipment recommendations.
 E1231469 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: Driving Rehabilitation Program | Statement: [Shepherd Center, hasProgram, Driving Rehabilitation Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Driving Rehabilitation Program
Context triple: [Shepherd Center, hasProgram, Driving Rehabilitation Program]
  • A. Driver Fitness BASIC
    Driver Fitness BASIC is a safety measurement category in the Federal Motor Carrier Safety Administration’s Compliance, Safety, Accountability (CSA) program that focuses on commercial drivers’ medical qualifications and physical ability to operate a vehicle safely.
  • B. Rehab
    "Rehab" is a soul and R&B song by English singer Amy Winehouse, widely recognized as her signature hit and a defining track of her career.
  • C. Rehab
    Rehab is a studio album by Christian hip hop artist Lecrae that blends introspective lyrics with themes of faith, struggle, and redemption.
  • D. 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.
  • E. 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.
  • 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: Driving Rehabilitation Program
Triple: [Shepherd Center, hasProgram, Driving Rehabilitation Program]
Generated description
The Driving Rehabilitation Program is a specialized service that helps individuals with disabilities or injuries safely return to or begin driving through assessment, training, and adaptive equipment recommendations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Driving Rehabilitation Program
Target entity description: The Driving Rehabilitation Program is a specialized service that helps individuals with disabilities or injuries safely return to or begin driving through assessment, training, and adaptive equipment recommendations.
  • A. Driver Fitness BASIC
    Driver Fitness BASIC is a safety measurement category in the Federal Motor Carrier Safety Administration’s Compliance, Safety, Accountability (CSA) program that focuses on commercial drivers’ medical qualifications and physical ability to operate a vehicle safely.
  • B. Rehab
    Rehab is a studio album by Christian hip hop artist Lecrae that blends introspective lyrics with themes of faith, struggle, and redemption.
  • C. Rehab
    "Rehab" is a soul and R&B song by English singer Amy Winehouse, widely recognized as her signature hit and a defining track of her career.
  • D. 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.
  • E. 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.
  • 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_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.