Triple

T320362
Position Surface form Disambiguated ID Type / Status
Subject Santa Rosa County, Florida E6400 entity
Predicate partOfMetropolitanArea P294 FINISHED
Object Pensacola metropolitan area
The Pensacola metropolitan area is a regional urban and economic hub in northwest Florida centered on the city of Pensacola and encompassing surrounding counties along the Gulf Coast.
E15919 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: Pensacola metropolitan area | Statement: [Santa Rosa County, Florida, partOfMetropolitanArea, Pensacola metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pensacola metropolitan area
Context triple: [Santa Rosa County, Florida, partOfMetropolitanArea, Pensacola metropolitan area]
  • A. Pensacola, Florida
    Pensacola, Florida is a historic Gulf Coast city in the Florida Panhandle known for its white-sand beaches, naval air station, and role as one of the earliest European settlements in the United States.
  • B. 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.
  • C. Tampa, Florida
    Tampa, Florida is a major city on Florida’s Gulf Coast known for its professional sports teams, port and business center, and role as a key hub in the greater Tampa Bay area.
  • D. St. Petersburg, Florida
    St. Petersburg, Florida is a coastal city on Florida’s Gulf Coast known for its sunny climate, beaches, and vibrant arts and cultural scene.
  • E. 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.
  • 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: Pensacola metropolitan area
Triple: [Santa Rosa County, Florida, partOfMetropolitanArea, Pensacola metropolitan area]
Generated description
The Pensacola metropolitan area is a regional urban and economic hub in northwest Florida centered on the city of Pensacola and encompassing surrounding counties along the Gulf Coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pensacola metropolitan area
Target entity description: The Pensacola metropolitan area is a regional urban and economic hub in northwest Florida centered on the city of Pensacola and encompassing surrounding counties along the Gulf Coast.
  • A. Pensacola, Florida chosen
    Pensacola, Florida is a historic Gulf Coast city in the Florida Panhandle known for its white-sand beaches, naval air station, and role as one of the earliest European settlements in the United States.
  • B. 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.
  • C. Tampa, Florida
    Tampa, Florida is a major city on Florida’s Gulf Coast known for its professional sports teams, port and business center, and role as a key hub in the greater Tampa Bay area.
  • D. St. Petersburg, Florida
    St. Petersburg, Florida is a coastal city on Florida’s Gulf Coast known for its sunny climate, beaches, and vibrant arts and cultural scene.
  • E. 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.
  • F. None of above.

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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea8047c08190872c875e00f6e7dd completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44cb342c08190bcdcdbecf6ba4244 completed March 1, 2026, 2:26 p.m.
NEDg Description generation batch_69a44d2011948190ae88f3e014bbe6d7 completed March 1, 2026, 2:28 p.m.
NED2 Entity disambiguation (via description) batch_69a44d69d7d08190aeaa3cec973d5a48 completed March 1, 2026, 2:30 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.