Duke University Health System
E5542
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.
All labels observed (6)
| Label | Occurrences |
|---|---|
| Duke University Health System canonical | 31 |
| Duke Health | 7 |
| Duke Health Integrated Practice | 1 |
| Duke Health system | 1 |
| Duke University Health System board | 1 |
| Duke University Medical Center | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T8009 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Duke University Health System Context triple: [Durham, North Carolina, hasMajorEmployer, Duke University Health System]
-
A.
Duke University Hospital
Duke University Hospital is a major academic medical center and teaching hospital affiliated with Duke University, renowned for advanced specialty care, research, and medical education.
-
B.
Duke Regional Hospital
Duke Regional Hospital is a community hospital in Durham, North Carolina, affiliated with the Duke University Health System and providing a range of inpatient and outpatient medical services.
-
C.
School of Medicine, Duke University
The School of Medicine at Duke University is a leading U.S. medical school renowned for its research-intensive programs, innovative medical education, and strong clinical partnerships.
-
D.
Hospital of the University of Pennsylvania
The Hospital of the University of Pennsylvania is a major academic medical center in Philadelphia that serves as the primary teaching hospital for the University of Pennsylvania's Perelman School of Medicine.
-
E.
Penn Presbyterian Medical Center
Penn Presbyterian Medical Center is a major teaching hospital in Philadelphia affiliated with the University of Pennsylvania’s health system, known for advanced specialty care and medical research.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Duke University Health System Target entity description: 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.
-
A.
Duke University Hospital
Duke University Hospital is a major academic medical center and teaching hospital affiliated with Duke University, renowned for advanced specialty care, research, and medical education.
-
B.
Duke Regional Hospital
Duke Regional Hospital is a community hospital in Durham, North Carolina, affiliated with the Duke University Health System and providing a range of inpatient and outpatient medical services.
-
C.
School of Medicine, Duke University
The School of Medicine at Duke University is a leading U.S. medical school renowned for its research-intensive programs, innovative medical education, and strong clinical partnerships.
-
D.
Hospital of the University of Pennsylvania
The Hospital of the University of Pennsylvania is a major academic medical center in Philadelphia that serves as the primary teaching hospital for the University of Pennsylvania's Perelman School of Medicine.
-
E.
Penn Presbyterian Medical Center
Penn Presbyterian Medical Center is a major teaching hospital in Philadelphia affiliated with the University of Pennsylvania’s health system, known for advanced specialty care and medical research.
- F. None of above. chosen
Statements (45)
| Predicate | Object |
|---|---|
| instanceOf |
academic health system
ⓘ
health care network ⓘ |
| affiliatedWith | Duke University ⓘ |
| componentOf | Duke University ⓘ |
| country |
United States
ⓘ
linked to:
United States of America
|
| focusesOn |
biomedical research
ⓘ
medical education ⓘ patient care ⓘ |
| governingBody | Duke University Board of Trustees ⓘ |
| hasAffiliationType | academic medical center ⓘ |
| hasClinicalNetwork |
Duke Health Integrated Practice
ⓘ
linked to:
Duke University Health System
Duke Primary Care ⓘ
linked to:
Duke Clinics
|
| hasEducationalAffiliation | Duke University School of Nursing ⓘ |
| hasHospital |
Duke Raleigh Hospital
ⓘ
Duke Regional Hospital ⓘ Duke University Hospital ⓘ |
| hasResearchAffiliation |
Duke Clinical Research Institute
ⓘ
Duke University School of Medicine ⓘ
linked to:
School of Medicine, Duke University
|
| hasSpecialty |
cardiology
ⓘ
neurosciences ⓘ oncology ⓘ orthopaedics ⓘ pediatrics ⓘ primary care ⓘ transplant services ⓘ |
| headquartersLocation | Durham, North Carolina ⓘ |
| industry |
academic medicine
ⓘ
health care ⓘ |
| language | English ⓘ |
| locatedIn | Durham, North Carolina ⓘ |
| nonProfitStatus | nonprofit organization ⓘ |
| offersProgram |
continuing medical education
ⓘ
fellowship training programs ⓘ residency training programs ⓘ |
| operatesIn |
Durham, North Carolina region
ⓘ
linked to:
Durham, North Carolina
|
| regionServed |
North Carolina
ⓘ
Research Triangle region ⓘ
linked to:
Research Triangle
|
| serviceType |
emergency care
ⓘ
hospital care ⓘ outpatient clinical services ⓘ research services ⓘ specialty care ⓘ teaching and training ⓘ |
| shortName |
Duke Health
ⓘ
linked to:
Duke University Health System
|
| website | https://www.dukehealth.org/ ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Duke University Health System Description of subject: 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.
Referenced by (42)
Full triples — surface form annotated when it differs from this entity's canonical label.
linked to: Duke University Health System
Department of Psychiatry and Behavioral Sciences, Duke University
→
affiliatedWith
→
Duke University Health System
ⓘ
Department of Psychiatry and Behavioral Sciences, Duke University
→
affiliatedWith
→
Duke University Medical Center
ⓘ
linked to: Duke University Health System
linked to: Duke University Health System
Department of Family Medicine and Community Health, Duke University
→
collaboratesWith
→
Duke University Health System
ⓘ
Department of Orthopaedic Surgery, Duke University
→
affiliatedWith
→
Duke University Health System
ⓘ
linked to: Duke University Health System
linked to: Duke University Health System
Department of Population Health Sciences, Duke University
→
affiliation
→
Duke University Health System
ⓘ
linked to: Duke University Health System
linked to: Duke University Health System
linked to: Duke University Health System
linked to: Duke University Health System
linked to: Duke University Health System
linked to: Duke University Health System
subject linked to:
Duke University medical center campus
subject linked to:
Duke University medical center campus
Department of Biomedical Engineering (Duke University)
→
affiliation
→
Duke University Health System
ⓘ
subject linked to:
Department of Biomedical Engineering
Department of Biomedical Engineering (Duke University)
→
collaboratesWith
→
Duke University Health System
ⓘ
subject linked to:
Department of Biomedical Engineering