Triple

T20504529

Position	Surface form	Disambiguated ID	Type / Status
Subject	USF Athletics Department	`E503392`	entity
Predicate	governs	`P760`	FINISHED
Object	USF Bulls women’s soccer program The USF Bulls women’s soccer program is the University of South Florida’s NCAA Division I women’s soccer team, competing in the American Athletic Conference and known for developing competitive squads and professional-level players.	`E1436403`	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 Bulls women’s soccer program | Statement: [USF Athletics Department, governs, USF Bulls women’s soccer program]

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

Target entity: USF Bulls women’s soccer program
Context triple: [USF Athletics Department, governs, USF Bulls women’s soccer program]

A. USF Bulls men’s soccer program
The USF Bulls men’s soccer program is the University of South Florida’s NCAA Division I men’s soccer team, competing in collegiate soccer and representing the school in conference and national competitions.
B. USF Bulls women’s basketball program
The USF Bulls women’s basketball program is the University of South Florida’s NCAA Division I women’s basketball team, competing in the American Athletic Conference and known for its growing success and postseason appearances.
C. University of Florida women's soccer
University of Florida women's soccer is the NCAA Division I women's soccer program of the University of Florida, known for its competitive success in the Southeastern Conference and regular national tournament appearances.
D. Florida State Seminoles women's soccer
Florida State Seminoles women's soccer is a powerhouse NCAA Division I program known for its multiple national championships and consistent prominence in ACC and national competition.
E. USF softball team
The USF softball team is the University of South Florida’s NCAA Division I women’s softball program, competing in the American Athletic Conference and representing the Bulls in collegiate softball.
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 Bulls women’s soccer program
Triple: [USF Athletics Department, governs, USF Bulls women’s soccer program]

Generated description

The USF Bulls women’s soccer program is the University of South Florida’s NCAA Division I women’s soccer team, competing in the American Athletic Conference and known for developing competitive squads and professional-level players.

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

Target entity: USF Bulls women’s soccer program
Target entity description: The USF Bulls women’s soccer program is the University of South Florida’s NCAA Division I women’s soccer team, competing in the American Athletic Conference and known for developing competitive squads and professional-level players.

A. USF Bulls men’s soccer program
The USF Bulls men’s soccer program is the University of South Florida’s NCAA Division I men’s soccer team, competing in collegiate soccer and representing the school in conference and national competitions.
B. USF Bulls women’s basketball program
The USF Bulls women’s basketball program is the University of South Florida’s NCAA Division I women’s basketball team, competing in the American Athletic Conference and known for its growing success and postseason appearances.
C. University of Florida women's soccer
University of Florida women's soccer is the NCAA Division I women's soccer program of the University of Florida, known for its competitive success in the Southeastern Conference and regular national tournament appearances.
D. Florida State Seminoles women's soccer
Florida State Seminoles women's soccer is a powerhouse NCAA Division I program known for its multiple national championships and consistent prominence in ACC and national competition.
E. USF softball team
The USF softball team is the University of South Florida’s NCAA Division I women’s softball program, competing in the American Athletic Conference and representing the Bulls in collegiate softball.
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_69e0b4b1e52c8190894281cf7e3283ab`	completed	April 16, 2026, 10:06 a.m.
NER	Named-entity recognition	`batch_69e69dc539908190a18918fd9b7a829d`	completed	April 20, 2026, 9:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a089d34c4ac8190a4ff8d8442dac927`	completed	May 16, 2026, 4:37 p.m.
NEDg	Description generation	`batch_6a089dc1a5688190ba700d78fb1b1940`	completed	May 16, 2026, 4:39 p.m.
NED2	Entity disambiguation (via description)	`batch_6a08a16aa21c8190aa7d79578aca0698`	completed	May 16, 2026, 4:55 p.m.

Created at: April 16, 2026, 11:35 a.m.