Triple

T261099
Position Surface form Disambiguated ID Type / Status
Subject Duke University Health System E5542 entity
Predicate hasClinicalNetwork P5033 FINISHED
Object Duke Primary Care
Duke Primary Care is a network of community-based primary care clinics affiliated with Duke University Health System that provides comprehensive outpatient medical services across its region.
E30446 NE FINISHED

How this triple was built (5 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: Duke Primary Care | Statement: [Duke University Health System, hasClinicalNetwork, Duke Primary Care]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Duke Primary Care
Context triple: [Duke University Health System, hasClinicalNetwork, Duke Primary Care]
  • A. Duke Clinics
    Duke Clinics is a network of outpatient medical facilities affiliated with Duke University that delivers specialized and general clinical care across multiple disciplines.
  • B. Duke University Health System
    Duke University Health System is a major academic health care network affiliated with Duke University, providing hospital, clinical, and research services throughout the Durham, North Carolina region.
  • C. Duke Sports Medicine Center
    Duke Sports Medicine Center is a specialized clinical and research facility at Duke University focused on the prevention, treatment, and rehabilitation of sports-related injuries for athletes and active individuals.
  • D. Duke Clinical Research Institute
    Duke Clinical Research Institute is a leading academic research organization specializing in the design, conduct, and analysis of clinical trials and health outcomes studies across a wide range of medical fields.
  • E. Duke Children's Hospital & Health Center
    Duke Children's Hospital & Health Center is a major pediatric hospital and outpatient center in Durham, North Carolina, providing specialized medical care for infants, children, and adolescents as part of the Duke University Health System.
  • 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: Duke Primary Care
Triple: [Duke University Health System, hasClinicalNetwork, Duke Primary Care]
Generated description
Duke Primary Care is a network of community-based primary care clinics affiliated with Duke University Health System that provides comprehensive outpatient medical services across its region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Duke Primary Care
Target entity description: Duke Primary Care is a network of community-based primary care clinics affiliated with Duke University Health System that provides comprehensive outpatient medical services across its region.
  • A. Duke Clinics chosen
    Duke Clinics is a network of outpatient medical facilities affiliated with Duke University that delivers specialized and general clinical care across multiple disciplines.
  • B. Duke University Health System
    Duke University Health System is a major academic health care network affiliated with Duke University, providing hospital, clinical, and research services throughout the Durham, North Carolina region.
  • C. Duke Sports Medicine Center
    Duke Sports Medicine Center is a specialized clinical and research facility at Duke University focused on the prevention, treatment, and rehabilitation of sports-related injuries for athletes and active individuals.
  • D. Duke Clinical Research Institute
    Duke Clinical Research Institute is a leading academic research organization specializing in the design, conduct, and analysis of clinical trials and health outcomes studies across a wide range of medical fields.
  • E. Duke Children's Hospital & Health Center
    Duke Children's Hospital & Health Center is a major pediatric hospital and outpatient center in Durham, North Carolina, providing specialized medical care for infants, children, and adolescents as part of the Duke University Health System.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasClinicalNetwork
Context triple: [Duke University Health System, hasClinicalNetwork, Duke Primary Care]
  • A. isPartOfAcademicHealthSystem
    Indicates that an entity belongs to, or is organizationally integrated within, a larger academic health system.
  • B. associatedWithPractice
    Indicates a relationship in which an entity is connected or linked to a particular practice, activity, or customary way of doing something.
  • C. containsMedicalDistrict
    Indicates that one administrative or geographic area includes a designated medical district within its boundaries.
  • D. operatesNetwork chosen
    Indicates that an entity manages, controls, or runs the functioning of a network.
  • E. hasAdherent
    Indicates that an entity is a follower, supporter, or member attached to another entity (such as a person, organization, belief, or movement).
  • F. None of above.

Provenance (6 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_69a2580a64ac8190ad76e34bb0715b5e completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25e2aba74819093eddd8d820260c0 completed Feb. 28, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69a383773dc481908aeb9eaa09f8467f completed March 1, 2026, 12:08 a.m.
NEDg Description generation batch_69a383fa4f648190b859e0ae0a997f10 completed March 1, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69a384a01f1c8190bca17608d97413c2 completed March 1, 2026, 12:13 a.m.
PD Predicate disambiguation batch_69a25b6c968c819094fc903a3a377e15 completed Feb. 28, 2026, 3:05 a.m.
Created at: Feb. 28, 2026, 2:55 a.m.