Triple
T2149183
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fort Myers metropolitan area |
E47139
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Florida metropolitan areas
Florida metropolitan areas are the state’s major population and economic centers, encompassing clusters of cities and suburbs such as Miami, Tampa Bay, Orlando, and Fort Myers.
|
E248439
|
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 metropolitan areas | Statement: [Fort Myers metropolitan area, partOf, Florida metropolitan areas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florida metropolitan areas Context triple: [Fort Myers metropolitan area, partOf, Florida metropolitan areas]
-
A.
Miami metropolitan area
The Miami metropolitan area is a major South Florida urban region centered on Miami, known for its large population, cultural diversity, international finance and trade, and status as a gateway to Latin America.
-
B.
Tampa Bay area
The Tampa Bay area is a major metropolitan region on Florida’s Gulf Coast known for its port, beaches, tourism, and diverse urban communities including Tampa, St. Petersburg, and Clearwater.
-
C.
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.
-
D.
Jacksonville metropolitan area
The Jacksonville metropolitan area is a Northeast Florida urban region centered on the city of Jacksonville, encompassing surrounding communities and suburbs along the Atlantic coast and St. Johns River.
-
E.
South Florida
South Florida is the southernmost region of the U.S. state of Florida, encompassing major metropolitan areas such as Miami, Fort Lauderdale, and West Palm Beach and known for its subtropical climate, diverse culture, and coastal tourism.
- 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 metropolitan areas Triple: [Fort Myers metropolitan area, partOf, Florida metropolitan areas]
Generated description
Florida metropolitan areas are the state’s major population and economic centers, encompassing clusters of cities and suburbs such as Miami, Tampa Bay, Orlando, and Fort Myers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Florida metropolitan areas Target entity description: Florida metropolitan areas are the state’s major population and economic centers, encompassing clusters of cities and suburbs such as Miami, Tampa Bay, Orlando, and Fort Myers.
-
A.
Miami metropolitan area
The Miami metropolitan area is a major South Florida urban region centered on Miami, known for its large population, cultural diversity, international finance and trade, and status as a gateway to Latin America.
-
B.
Tampa Bay area
The Tampa Bay area is a major metropolitan region on Florida’s Gulf Coast known for its port, beaches, tourism, and diverse urban communities including Tampa, St. Petersburg, and Clearwater.
-
C.
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.
-
D.
Jacksonville metropolitan area
The Jacksonville metropolitan area is a Northeast Florida urban region centered on the city of Jacksonville, encompassing surrounding communities and suburbs along the Atlantic coast and St. Johns River.
-
E.
South Florida
South Florida is the southernmost region of the U.S. state of Florida, encompassing major metropolitan areas such as Miami, Fort Lauderdale, and West Palm Beach and known for its subtropical climate, diverse culture, and coastal tourism.
- 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_69a88a1933e0819094f18426ed74180f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe44d2608190986467d43ee224d4 |
completed | March 7, 2026, 5:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6aee10b08190abeb6059d4d2ad0a |
completed | March 9, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_69ae6c3a69548190a04cdd492c537fd0 |
completed | March 9, 2026, 6:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6cd61e808190aefca4d4aa1f8e39 |
completed | March 9, 2026, 6:46 a.m. |
Created at: March 4, 2026, 7:44 p.m.