Triple

T18830087
Position Surface form Disambiguated ID Type / Status
Subject USA Health E460501 entity
Predicate operates P24 FINISHED
Object USA Health Physicians Group
USA Health Physicians Group is a network of medical professionals and clinics affiliated with the USA Health system that provides comprehensive outpatient and specialty healthcare services.
E1343750 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: USA Health Physicians Group | Statement: [USA Health, operates, USA Health Physicians Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USA Health Physicians Group
Context triple: [USA Health, operates, USA Health Physicians Group]
  • A. Northeast Medical Group
    Northeast Medical Group is a large, multi-specialty physician organization affiliated with Yale New Haven Health System that provides coordinated outpatient medical care across communities in Connecticut and neighboring states.
  • B. Signature Medical Group
    Signature Medical Group is a healthcare provider organization that offers a range of medical services and physician care, affiliated with Signature Healthcare Brockton Hospital.
  • C. Independence Health Group
    Independence Health Group is a leading U.S. health insurance and services company based in Philadelphia that operates Independence Blue Cross and related health plans.
  • D. Universal Health Services
    Universal Health Services is a major American healthcare management company that owns and operates hospitals and other medical facilities across the United States and abroad.
  • E. Permanente Medical Groups
    Permanente Medical Groups are physician-led medical practices that provide clinical care within the Kaiser Permanente integrated health care system across various regions in the United States.
  • 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: USA Health Physicians Group
Triple: [USA Health, operates, USA Health Physicians Group]
Generated description
USA Health Physicians Group is a network of medical professionals and clinics affiliated with the USA Health system that provides comprehensive outpatient and specialty healthcare services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USA Health Physicians Group
Target entity description: USA Health Physicians Group is a network of medical professionals and clinics affiliated with the USA Health system that provides comprehensive outpatient and specialty healthcare services.
  • A. Northeast Medical Group
    Northeast Medical Group is a large, multi-specialty physician organization affiliated with Yale New Haven Health System that provides coordinated outpatient medical care across communities in Connecticut and neighboring states.
  • B. Signature Medical Group
    Signature Medical Group is a healthcare provider organization that offers a range of medical services and physician care, affiliated with Signature Healthcare Brockton Hospital.
  • C. Independence Health Group
    Independence Health Group is a leading U.S. health insurance and services company based in Philadelphia that operates Independence Blue Cross and related health plans.
  • D. Universal Health Services
    Universal Health Services is a major American healthcare management company that owns and operates hospitals and other medical facilities across the United States and abroad.
  • E. Permanente Medical Groups
    Permanente Medical Groups are physician-led medical practices that provide clinical care within the Kaiser Permanente integrated health care system across various regions in the United States.
  • 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_69d8dcf94c288190a06dea029ae4b223 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5a9981be88190b709c0e72ad3f7e6 completed April 20, 2026, 4:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a055bd36b4081908827a0e7f11b2576 completed May 14, 2026, 5:21 a.m.
NEDg Description generation batch_6a055d7d26dc8190a274af4f98c7ed2e completed May 14, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_6a055dd32a04819098b2b8fbcae0031d completed May 14, 2026, 5:29 a.m.
Created at: April 10, 2026, 11:56 a.m.