Triple

T103401
Position Surface form Disambiguated ID Type / Status
Subject Department of Pediatrics, Duke University E2088 entity
Predicate hasClinicalSetting P3296 FINISHED
Object 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.
E18977 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 Children's Hospital & Health Center | Statement: [Department of Pediatrics, Duke University, hasClinicalSetting, Duke Children's Hospital & Health Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Duke Children's Hospital & Health Center
Context triple: [Department of Pediatrics, Duke University, hasClinicalSetting, Duke Children's Hospital & Health Center]
  • 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 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 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.
  • 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 Cancer Institute
    Duke Cancer Institute is a leading comprehensive cancer center at Duke University known for its integrated cancer research, clinical care, and education programs.
  • 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 Children's Hospital & Health Center
Triple: [Department of Pediatrics, Duke University, hasClinicalSetting, Duke Children's Hospital & Health Center]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Duke Children's Hospital & Health Center
Target entity description: 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.
  • 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 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 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.
  • 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 Cancer Institute
    Duke Cancer Institute is a leading comprehensive cancer center at Duke University known for its integrated cancer research, clinical care, and education programs.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasClinicalSetting
Context triple: [Department of Pediatrics, Duke University, hasClinicalSetting, Duke Children's Hospital & Health Center]
  • A. providesCareSetting chosen
    Indicates that one entity serves as the care environment or setting in which another entity receives or delivers care.
  • B. establishedAsClinicalSchool
    Indicates that an institution or facility has been formally designated and recognized as a clinical school for education and training purposes.
  • C. hasSpecialty
    Indicates that an entity possesses a particular area of expertise, focus, or professional specialization.
  • D. isTeachingHospitalFor
    Indicates that one institution serves as a clinical training site or educational facility for another, typically a medical school or health education program.
  • E. associatedWithPractice
    Indicates a relationship in which an entity is connected or linked to a particular practice, activity, or customary way of doing something.
  • 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_69a24e0a5b7c81908d52da08c60dabc4 completed Feb. 28, 2026, 2:08 a.m.
NER Named-entity recognition batch_69a258e0b11c8190b7b5cf3c354c47ce completed Feb. 28, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2ce3540588190a7e80e5c887dd292 completed Feb. 28, 2026, 11:15 a.m.
NEDg Description generation batch_69a2ced98d208190a1593e4f944df06b completed Feb. 28, 2026, 11:17 a.m.
NED2 Entity disambiguation (via description) batch_69a2cf3e80d08190aefb2651ee66b387 completed Feb. 28, 2026, 11:19 a.m.
PD Predicate disambiguation batch_69a2563a6ff48190bec582fb2f99b7af completed Feb. 28, 2026, 2:43 a.m.
Created at: Feb. 28, 2026, 2:12 a.m.