Triple

T5005404

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of South Florida	`E112477`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	USF College of Arts and Sciences The USF College of Arts and Sciences is the largest academic unit of the University of South Florida, offering a wide range of undergraduate and graduate programs across the humanities, social sciences, and natural sciences.	`E487257`	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 College of Arts and Sciences | Statement: [University of South Florida, hasCollege, USF College of Arts and Sciences]

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

Target entity: USF College of Arts and Sciences
Context triple: [University of South Florida, hasCollege, USF College of Arts and Sciences]

A. 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.
B. University of Central Florida
The University of Central Florida is a large public research university known for its strong programs in engineering, computer science, and hospitality, and for having one of the largest student enrollments in the United States.
C. University of South Florida (main campus in Tampa)
The University of South Florida’s main campus in Tampa is a large public research university known for its diverse student body, strong health and engineering programs, and significant contributions to innovation and regional economic development.
D. University of Florida
The University of Florida is a major public research university in Gainesville, Florida, known for its strong academic programs, extensive research activity, and prominent athletic teams, the Florida Gators.
E. New College of Florida
New College of Florida is a small public liberal arts honors college in Sarasota known for its rigorous academics and distinctive, student-centered curriculum.
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 College of Arts and Sciences
Triple: [University of South Florida, hasCollege, USF College of Arts and Sciences]

Generated description

The USF College of Arts and Sciences is the largest academic unit of the University of South Florida, offering a wide range of undergraduate and graduate programs across the humanities, social sciences, and natural sciences.

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

Target entity: USF College of Arts and Sciences
Target entity description: The USF College of Arts and Sciences is the largest academic unit of the University of South Florida, offering a wide range of undergraduate and graduate programs across the humanities, social sciences, and natural sciences.

A. 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.
B. University of Central Florida
The University of Central Florida is a large public research university known for its strong programs in engineering, computer science, and hospitality, and for having one of the largest student enrollments in the United States.
C. University of South Florida (main campus in Tampa)
The University of South Florida’s main campus in Tampa is a large public research university known for its diverse student body, strong health and engineering programs, and significant contributions to innovation and regional economic development.
D. University of Florida
The University of Florida is a major public research university in Gainesville, Florida, known for its strong academic programs, extensive research activity, and prominent athletic teams, the Florida Gators.
E. New College of Florida
New College of Florida is a small public liberal arts honors college in Sarasota known for its rigorous academics and distinctive, student-centered curriculum.
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_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.