Triple

T5881380
Position Surface form Disambiguated ID Type / Status
Subject Vet Centers E130755 entity
Predicate distinguishedFrom P1612 FINISHED
Object VA community-based outpatient clinics
VA community-based outpatient clinics are local outpatient facilities run by the U.S. Department of Veterans Affairs that provide primary and some specialty healthcare services to eligible veterans closer to their communities.
E552781 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: VA community-based outpatient clinics | Statement: [Vet Centers, distinguishedFrom, VA community-based outpatient clinics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: VA community-based outpatient clinics
Context triple: [Vet Centers, distinguishedFrom, VA community-based outpatient clinics]
  • A. VA community living centers
    VA community living centers are long-term care and rehabilitation facilities that provide nursing, medical, and supportive services to eligible U.S. military veterans within the Department of Veterans Affairs health system.
  • B. Veterans Community Care Program
    The Veterans Community Care Program is a U.S. Department of Veterans Affairs initiative that allows eligible veterans to receive healthcare services from approved community providers outside VA facilities under certain conditions.
  • C. Vet Centers
    Vet Centers are community-based counseling and support facilities that provide readjustment services to U.S. military veterans and their families.
  • D. Veterans Choice Program
    The Veterans Choice Program was a U.S. Department of Veterans Affairs initiative that allowed eligible veterans to receive healthcare from approved community providers outside the VA system to improve access and reduce wait times.
  • 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: VA community-based outpatient clinics
Triple: [Vet Centers, distinguishedFrom, VA community-based outpatient clinics]
Generated description
VA community-based outpatient clinics are local outpatient facilities run by the U.S. Department of Veterans Affairs that provide primary and some specialty healthcare services to eligible veterans closer to their communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: VA community-based outpatient clinics
Target entity description: VA community-based outpatient clinics are local outpatient facilities run by the U.S. Department of Veterans Affairs that provide primary and some specialty healthcare services to eligible veterans closer to their communities.
  • A. VA community living centers
    VA community living centers are long-term care and rehabilitation facilities that provide nursing, medical, and supportive services to eligible U.S. military veterans within the Department of Veterans Affairs health system.
  • B. Veterans Community Care Program
    The Veterans Community Care Program is a U.S. Department of Veterans Affairs initiative that allows eligible veterans to receive healthcare services from approved community providers outside VA facilities under certain conditions.
  • C. Vet Centers
    Vet Centers are community-based counseling and support facilities that provide readjustment services to U.S. military veterans and their families.
  • D. Veterans Choice Program
    The Veterans Choice Program was a U.S. Department of Veterans Affairs initiative that allowed eligible veterans to receive healthcare from approved community providers outside the VA system to improve access and reduce wait times.
  • 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_69c0085523688190bfd487479ce819e6 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03635a41c819086f9a5df242777f2 completed March 22, 2026, 6:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b12d9e348190b4baf171ce448d5b completed March 23, 2026, 3:19 a.m.
NEDg Description generation batch_69c0b20828948190b0459089cb6038d6 completed March 23, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69c0b286537481908741b9e0a368f94f completed March 23, 2026, 3:24 a.m.
Created at: March 22, 2026, 3:57 p.m.