Triple

T1519525

Position	Surface form	Disambiguated ID	Type / Status
Subject	Florida Department of Education	`E32194`	entity
Predicate	administers	`P123`	FINISHED
Object	Florida Bright Futures Scholarship Program The Florida Bright Futures Scholarship Program is a state-funded merit-based scholarship initiative that provides tuition assistance to eligible Florida high school graduates attending in-state postsecondary institutions.	`E174200`	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: Florida Bright Futures Scholarship Program | Statement: [Florida Department of Education, administers, Florida Bright Futures Scholarship Program]

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

Target entity: Florida Bright Futures Scholarship Program
Context triple: [Florida Department of Education, administers, Florida Bright Futures Scholarship Program]

A. National Merit Scholarship Corporation
The National Merit Scholarship Corporation is a U.S. nonprofit organization that conducts academic competitions and awards scholarships to high-achieving high school students.
B. Oregon 529 college savings programs
Oregon 529 college savings programs are state-sponsored, tax-advantaged investment plans that help families save and grow funds for future higher education expenses.
C. Valencia College
Valencia College is a public community college based in the Orlando, Florida area, known for its affordable associate degree programs and strong transfer pathways to four-year universities.
D. Pensacola State College
Pensacola State College is a public community college in Pensacola, Florida, offering associate and select bachelor’s degree programs as well as workforce and technical education.
E. State University System of Florida
The State University System of Florida is the public higher education system that oversees Florida’s state universities, coordinating their governance, funding, and academic missions statewide.
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: Florida Bright Futures Scholarship Program
Triple: [Florida Department of Education, administers, Florida Bright Futures Scholarship Program]

Generated description

The Florida Bright Futures Scholarship Program is a state-funded merit-based scholarship initiative that provides tuition assistance to eligible Florida high school graduates attending in-state postsecondary institutions.

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

Target entity: Florida Bright Futures Scholarship Program
Target entity description: The Florida Bright Futures Scholarship Program is a state-funded merit-based scholarship initiative that provides tuition assistance to eligible Florida high school graduates attending in-state postsecondary institutions.

A. National Merit Scholarship Corporation
The National Merit Scholarship Corporation is a U.S. nonprofit organization that conducts academic competitions and awards scholarships to high-achieving high school students.
B. Oregon 529 college savings programs
Oregon 529 college savings programs are state-sponsored, tax-advantaged investment plans that help families save and grow funds for future higher education expenses.
C. Valencia College
Valencia College is a public community college based in the Orlando, Florida area, known for its affordable associate degree programs and strong transfer pathways to four-year universities.
D. Pensacola State College
Pensacola State College is a public community college in Pensacola, Florida, offering associate and select bachelor’s degree programs as well as workforce and technical education.
E. State University System of Florida
The State University System of Florida is the public higher education system that oversees Florida’s state universities, coordinating their governance, funding, and academic missions statewide.
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_69a885e8caf88190a5fbb6159ce87786`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69a907eeca38819096d5696922449638`	completed	March 5, 2026, 4:34 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad294d01c48190bb2f49ad4f1b0a1a`	completed	March 8, 2026, 7:46 a.m.
NEDg	Description generation	`batch_69ad2a275938819090db4d9ac7274a4d`	completed	March 8, 2026, 7:49 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad2a9e50888190bab83785f11135ea`	completed	March 8, 2026, 7:51 a.m.

Created at: March 4, 2026, 7:26 p.m.