Triple

T16757991
Position Surface form Disambiguated ID Type / Status
Subject Shepherd Center E407259 entity
Predicate hasProgram P178 FINISHED
Object Multiple Sclerosis Institute
The Multiple Sclerosis Institute is a specialized program at Shepherd Center focused on comprehensive care, rehabilitation, and support for people living with multiple sclerosis.
E1231464 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: Multiple Sclerosis Institute | Statement: [Shepherd Center, hasProgram, Multiple Sclerosis Institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Multiple Sclerosis Institute
Context triple: [Shepherd Center, hasProgram, Multiple Sclerosis Institute]
  • A. OHSU Multiple Sclerosis Center
    The OHSU Multiple Sclerosis Center is a specialized clinical and research program at Oregon Health & Science University focused on the diagnosis, treatment, and study of multiple sclerosis and related neuroimmunological disorders.
  • B. Atlantic Neuroscience Institute
    Atlantic Neuroscience Institute is a specialized medical center focused on the diagnosis, treatment, and research of neurological disorders and brain-related conditions.
  • C. National Institute of Neurological Disorders and Stroke
    The National Institute of Neurological Disorders and Stroke is a U.S. government research agency that supports and conducts scientific studies on the brain and nervous system to better understand, treat, and prevent neurological disorders.
  • D. National Institute of Neurology and Neurosurgery
    The National Institute of Neurology and Neurosurgery is a leading Mexican medical and research center specializing in the diagnosis, treatment, and study of neurological and neurosurgical disorders.
  • E. Mayo Clinic
    Mayo Clinic is a world-renowned nonprofit academic medical center recognized for its leading clinical care, research, and medical education.
  • 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: Multiple Sclerosis Institute
Triple: [Shepherd Center, hasProgram, Multiple Sclerosis Institute]
Generated description
The Multiple Sclerosis Institute is a specialized program at Shepherd Center focused on comprehensive care, rehabilitation, and support for people living with multiple sclerosis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Multiple Sclerosis Institute
Target entity description: The Multiple Sclerosis Institute is a specialized program at Shepherd Center focused on comprehensive care, rehabilitation, and support for people living with multiple sclerosis.
  • A. OHSU Multiple Sclerosis Center
    The OHSU Multiple Sclerosis Center is a specialized clinical and research program at Oregon Health & Science University focused on the diagnosis, treatment, and study of multiple sclerosis and related neuroimmunological disorders.
  • B. Atlantic Neuroscience Institute
    Atlantic Neuroscience Institute is a specialized medical center focused on the diagnosis, treatment, and research of neurological disorders and brain-related conditions.
  • C. National Institute of Neurological Disorders and Stroke
    The National Institute of Neurological Disorders and Stroke is a U.S. government research agency that supports and conducts scientific studies on the brain and nervous system to better understand, treat, and prevent neurological disorders.
  • D. National Institute of Neurology and Neurosurgery
    The National Institute of Neurology and Neurosurgery is a leading Mexican medical and research center specializing in the diagnosis, treatment, and study of neurological and neurosurgical disorders.
  • E. Mayo Clinic
    Mayo Clinic is a world-renowned nonprofit academic medical center recognized for its leading clinical care, research, and medical education.
  • 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.