Triple

T1263671

Position	Surface form	Disambiguated ID	Type / Status
Subject	Miami metropolitan area	`E12554`	entity
Predicate	higherEducationInstitution	`P787`	FINISHED
Object	Florida Atlantic University Florida Atlantic University is a public research university in Boca Raton, Florida, serving as a major academic institution within South Florida and the broader Miami metropolitan region.	`E148462`	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 Atlantic University | Statement: [Miami metropolitan area, higherEducationInstitution, Florida Atlantic University]

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

Target entity: Florida Atlantic University
Context triple: [Miami metropolitan area, higherEducationInstitution, Florida Atlantic University]

A. Florida International University
Florida International University is a large public research university based in Miami, Florida, known for its diverse student body and strong programs in business, engineering, and international studies.
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. 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.
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. University of Miami
The University of Miami is a private research university in Coral Gables, Florida, known for its strong programs in marine science, medicine, law, and athletics.
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 Atlantic University
Triple: [Miami metropolitan area, higherEducationInstitution, Florida Atlantic University]

Generated description

Florida Atlantic University is a public research university in Boca Raton, Florida, serving as a major academic institution within South Florida and the broader Miami metropolitan region.

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

Target entity: Florida Atlantic University
Target entity description: Florida Atlantic University is a public research university in Boca Raton, Florida, serving as a major academic institution within South Florida and the broader Miami metropolitan region.

A. Florida International University
Florida International University is a large public research university based in Miami, Florida, known for its diverse student body and strong programs in business, engineering, and international studies.
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. 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.
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. University of Miami
The University of Miami is a private research university in Coral Gables, Florida, known for its strong programs in marine science, medicine, law, and athletics.
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_69a4933352e08190ac617291985e76c0`	completed	March 1, 2026, 7:27 p.m.
NER	Named-entity recognition	`batch_69a4bfc8d6908190a5b2cf1051cc6d5e`	completed	March 1, 2026, 10:38 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69acb2fa8aec8190ad68b9dc87c85cfc`	completed	March 7, 2026, 11:21 p.m.
NEDg	Description generation	`batch_69acb364f2d88190b20ad87001349562`	completed	March 7, 2026, 11:23 p.m.
NED2	Entity disambiguation (via description)	`batch_69acb3ce7720819095558536e0a978b8`	completed	March 7, 2026, 11:25 p.m.

Created at: March 1, 2026, 7:50 p.m.