Triple

T5005407

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of South Florida	`E112477`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	USF Health USF Health is the University of South Florida’s academic health sciences center, encompassing its medical, nursing, public health, pharmacy, and related health professions programs and clinical enterprises.	`E112477`	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: USF Health | Statement: [University of South Florida, hasCollege, USF Health]

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

Target entity: USF Health
Context triple: [University of South Florida, hasCollege, USF Health]

A. Florida State University College of Medicine regional campus
The Florida State University College of Medicine regional campus in Jupiter, Florida is a satellite medical education site where FSU medical students complete clinical training in partnership with local healthcare facilities.
B. University of South Florida
The University of South Florida is a large public research university based in Tampa, Florida, known for its diverse academic programs and significant contributions to research and innovation.
C. Sanford School of Medicine
Sanford School of Medicine is the medical school of the University of South Dakota, providing medical education, research, and clinical training for future physicians and healthcare professionals.
D. UF Health Shands Hospital
UF Health Shands Hospital is a major academic medical center and teaching hospital affiliated with the University of Florida, known for providing advanced specialty care and serving as a regional referral center.
E. UP College of Medicine
UP College of Medicine is the premier public medical school of the University of the Philippines system, renowned for training physicians and leaders in Philippine healthcare and medical research.
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: USF Health
Triple: [University of South Florida, hasCollege, USF Health]

Generated description

USF Health is the University of South Florida’s academic health sciences center, encompassing its medical, nursing, public health, pharmacy, and related health professions programs and clinical enterprises.

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

Target entity: USF Health
Target entity description: USF Health is the University of South Florida’s academic health sciences center, encompassing its medical, nursing, public health, pharmacy, and related health professions programs and clinical enterprises.

A. Florida State University College of Medicine regional campus
The Florida State University College of Medicine regional campus in Jupiter, Florida is a satellite medical education site where FSU medical students complete clinical training in partnership with local healthcare facilities.
B. University of South Florida chosen
The University of South Florida is a large public research university based in Tampa, Florida, known for its diverse academic programs and significant contributions to research and innovation.
C. Sanford School of Medicine
Sanford School of Medicine is the medical school of the University of South Dakota, providing medical education, research, and clinical training for future physicians and healthcare professionals.
D. UF Health Shands Hospital
UF Health Shands Hospital is a major academic medical center and teaching hospital affiliated with the University of Florida, known for providing advanced specialty care and serving as a regional referral center.
E. UP College of Medicine
UP College of Medicine is the premier public medical school of the University of the Philippines system, renowned for training physicians and leaders in Philippine healthcare and medical research.
F. None of above.

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_69bd4433d0b08190877e83959ef40d81`	completed	March 20, 2026, 12:57 p.m.
NER	Named-entity recognition	`batch_69bd72e63a0c8190abf697c2e3dc2bf0`	completed	March 20, 2026, 4:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be9261ef088190a012d55294b9e3c2`	completed	March 21, 2026, 12:43 p.m.
NEDg	Description generation	`batch_69be945736d0819097e26ad90d6f9813`	completed	March 21, 2026, 12:51 p.m.
NED2	Entity disambiguation (via description)	`batch_69be94d3578c81909e8139f253e26d69`	completed	March 21, 2026, 12:53 p.m.

Created at: March 20, 2026, 1:35 p.m.