Triple

T5005408

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of South Florida	`E112477`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	USF College of Education USF College of Education is the education-focused academic unit of the University of South Florida, offering teacher preparation, educational leadership, and related programs.	`E488247`	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 Education | Statement: [University of South Florida, hasCollege, USF College of Education]

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

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

A. 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.
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. UA College of Education
UA College of Education is the University of Alabama’s education school, offering undergraduate and graduate programs that prepare students for careers in teaching, educational leadership, counseling, and related fields.
D. University of Tampa
The University of Tampa is a private university known for its historic campus along the Hillsborough River and its business, arts, and sciences programs.
E. 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.
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 Education
Triple: [University of South Florida, hasCollege, USF College of Education]

Generated description

USF College of Education is the education-focused academic unit of the University of South Florida, offering teacher preparation, educational leadership, and related programs.

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

Target entity: USF College of Education
Target entity description: USF College of Education is the education-focused academic unit of the University of South Florida, offering teacher preparation, educational leadership, and related programs.

A. 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.
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. UA College of Education
UA College of Education is the University of Alabama’s education school, offering undergraduate and graduate programs that prepare students for careers in teaching, educational leadership, counseling, and related fields.
D. University of Tampa
The University of Tampa is a private university known for its historic campus along the Hillsborough River and its business, arts, and sciences programs.
E. 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.
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_69be9c57f3e88190a3059b6bd9b38a07`	completed	March 21, 2026, 1:25 p.m.
NEDg	Description generation	`batch_69be9d7aa444819094611440eda9d798`	completed	March 21, 2026, 1:30 p.m.
NED2	Entity disambiguation (via description)	`batch_69be9d968ab88190930fa0c72ee56953`	completed	March 21, 2026, 1:31 p.m.

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