Triple

T18877238

Position	Surface form	Disambiguated ID	Type / Status
Subject	School of Nursing (University of Louisville)	`E461718`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	University of Louisville Hospital University of Louisville Hospital is a major academic medical center in Louisville, Kentucky, providing comprehensive healthcare services and serving as a primary teaching hospital for the University of Louisville.	`E1349858`	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: University of Louisville Hospital | Statement: [School of Nursing (University of Louisville), collaboratesWith, University of Louisville Hospital]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: University of Louisville Hospital
Context triple: [School of Nursing (University of Louisville), collaboratesWith, University of Louisville Hospital]

A. Kentucky Children’s Hospital
Kentucky Children’s Hospital is a pediatric medical center in Kentucky that provides specialized healthcare services for infants, children, and adolescents.
B. University of Louisville School of Medicine
The University of Louisville School of Medicine is a public medical school in Louisville, Kentucky, known for its clinical training, biomedical research, and role in educating physicians and health professionals.
C. Owensboro Health Regional Hospital
Owensboro Health Regional Hospital is a major regional medical center serving Owensboro and the surrounding communities in western Kentucky.
D. Cabell Huntington Hospital
Cabell Huntington Hospital is a major regional medical center in Huntington, West Virginia, providing comprehensive healthcare services and serving as a teaching hospital.
E. University of Cincinnati Medical Center
The University of Cincinnati Medical Center is a major academic medical center and teaching hospital in Cincinnati, Ohio, known for advanced clinical care, medical research, and training healthcare professionals.
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: University of Louisville Hospital
Triple: [School of Nursing (University of Louisville), collaboratesWith, University of Louisville Hospital]

Generated description

University of Louisville Hospital is a major academic medical center in Louisville, Kentucky, providing comprehensive healthcare services and serving as a primary teaching hospital for the University of Louisville.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: University of Louisville Hospital
Target entity description: University of Louisville Hospital is a major academic medical center in Louisville, Kentucky, providing comprehensive healthcare services and serving as a primary teaching hospital for the University of Louisville.

A. Kentucky Children’s Hospital
Kentucky Children’s Hospital is a pediatric medical center in Kentucky that provides specialized healthcare services for infants, children, and adolescents.
B. University of Louisville School of Medicine
The University of Louisville School of Medicine is a public medical school in Louisville, Kentucky, known for its clinical training, biomedical research, and role in educating physicians and health professionals.
C. Owensboro Health Regional Hospital
Owensboro Health Regional Hospital is a major regional medical center serving Owensboro and the surrounding communities in western Kentucky.
D. Cabell Huntington Hospital
Cabell Huntington Hospital is a major regional medical center in Huntington, West Virginia, providing comprehensive healthcare services and serving as a teaching hospital.
E. University of Cincinnati Medical Center
The University of Cincinnati Medical Center is a major academic medical center and teaching hospital in Cincinnati, Ohio, known for advanced clinical care, medical research, and training healthcare professionals.
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_69d8dcfc3430819095ee6fc0eb4c06a5`	completed	April 10, 2026, 11:20 a.m.
NER	Named-entity recognition	`batch_69e5c3cf0aa0819090991fc9e14910fb`	completed	April 20, 2026, 6:12 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a059107424881909f8c08cf137b6e55`	completed	May 14, 2026, 9:08 a.m.
NEDg	Description generation	`batch_6a05961fab888190bb34bc40286ea647`	completed	May 14, 2026, 9:30 a.m.
NED2	Entity disambiguation (via description)	`batch_6a05966ac1b48190bfb13754b2b6b610`	completed	May 14, 2026, 9:31 a.m.

Created at: April 10, 2026, 11:57 a.m.