Triple

T10667688

Position	Surface form	Disambiguated ID	Type / Status
Subject	Fort Pierce	`E251397`	entity
Predicate	partOfMetropolitanArea	`P294`	FINISHED
Object	Port St. Lucie metropolitan area The Port St. Lucie metropolitan area is a U.S. metropolitan region on Florida’s Treasure Coast centered on the city of Port St. Lucie and its surrounding communities.	`E880020`	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: Port St. Lucie metropolitan area | Statement: [Fort Pierce, partOfMetropolitanArea, Port St. Lucie metropolitan area]

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

Target entity: Port St. Lucie metropolitan area
Context triple: [Fort Pierce, partOfMetropolitanArea, Port St. Lucie metropolitan area]

A. West Palm Beach metropolitan area
The West Palm Beach metropolitan area is a major urban and economic region in South Florida centered on the city of West Palm Beach and its surrounding communities.
B. Sarasota–Bradenton metropolitan area
The Sarasota–Bradenton metropolitan area is a coastal urban region on Florida’s Gulf Coast known for its beaches, cultural attractions, and rapidly growing population centered around the cities of Sarasota and Bradenton.
C. Port St. Lucie, Florida
Port St. Lucie, Florida is a coastal city on Florida’s Treasure Coast known for hosting the New York Mets’ spring training and featuring extensive residential communities and waterways.
D. Fort Myers metropolitan area
The Fort Myers metropolitan area is a region in Southwest Florida centered around the city of Fort Myers, known for its rapid growth, tourism-driven economy, and diverse communities including a significant Haitian American population.
E. Palm Bay–Melbourne–Titusville metropolitan area
The Palm Bay–Melbourne–Titusville metropolitan area is a coastal region on Florida’s Space Coast centered in Brevard County, known for its aerospace industry, beaches, and proximity to the Kennedy Space Center.
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: Port St. Lucie metropolitan area
Triple: [Fort Pierce, partOfMetropolitanArea, Port St. Lucie metropolitan area]

Generated description

The Port St. Lucie metropolitan area is a U.S. metropolitan region on Florida’s Treasure Coast centered on the city of Port St. Lucie and its surrounding communities.

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

Target entity: Port St. Lucie metropolitan area
Target entity description: The Port St. Lucie metropolitan area is a U.S. metropolitan region on Florida’s Treasure Coast centered on the city of Port St. Lucie and its surrounding communities.

A. West Palm Beach metropolitan area
The West Palm Beach metropolitan area is a major urban and economic region in South Florida centered on the city of West Palm Beach and its surrounding communities.
B. Sarasota–Bradenton metropolitan area
The Sarasota–Bradenton metropolitan area is a coastal urban region on Florida’s Gulf Coast known for its beaches, cultural attractions, and rapidly growing population centered around the cities of Sarasota and Bradenton.
C. Port St. Lucie, Florida
Port St. Lucie, Florida is a coastal city on Florida’s Treasure Coast known for hosting the New York Mets’ spring training and featuring extensive residential communities and waterways.
D. Fort Myers metropolitan area
The Fort Myers metropolitan area is a region in Southwest Florida centered around the city of Fort Myers, known for its rapid growth, tourism-driven economy, and diverse communities including a significant Haitian American population.
E. Palm Bay–Melbourne–Titusville metropolitan area
The Palm Bay–Melbourne–Titusville metropolitan area is a coastal region on Florida’s Space Coast centered in Brevard County, known for its aerospace industry, beaches, and proximity to the Kennedy Space Center.
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_69d6aa5b0d2881909584b20efc5877f0`	completed	April 8, 2026, 7:19 p.m.
NER	Named-entity recognition	`batch_69d6f860790c81909c2c1d3c489ec5b4`	completed	April 9, 2026, 12:52 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d998b77db08190bce5a7ce24dbc085`	completed	April 11, 2026, 12:41 a.m.
NEDg	Description generation	`batch_69d99e8312188190bec3090f34a7b9b9`	completed	April 11, 2026, 1:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69d99f50e0888190b8e7b2547e1526af`	completed	April 11, 2026, 1:09 a.m.

Created at: April 8, 2026, 9:08 p.m.