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.