Triple

T762279
Position Surface form Disambiguated ID Type / Status
Subject Milton, Florida E16096 entity
Predicate partOfMetropolitanArea P294 FINISHED
Object Pensacola metropolitan area
The Pensacola metropolitan area is a regional urban and economic hub in the western Florida Panhandle centered on the city of Pensacola and its surrounding communities.
 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: [Milton, Florida, partOfMetropolitanArea, Pensacola metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pensacola metropolitan area
Context triple: [Milton, 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. Tallahassee metropolitan area
    The Tallahassee metropolitan area is a regional urban and economic hub in northern Florida centered on the state capital and its surrounding communities.
  • C. Sarasota, Florida
    Sarasota, Florida is a Gulf Coast city known for its beaches, arts and cultural scene, and as a longtime hub for Major League Baseball spring training.
  • D. Crestview–Fort Walton Beach–Destin metropolitan area
    The Crestview–Fort Walton Beach–Destin metropolitan area is a region in northwest Florida centered on military, tourism, and coastal communities along the Emerald Coast.
  • E. 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.
  • 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: [Milton, Florida, partOfMetropolitanArea, Pensacola metropolitan area]
Generated description
The Pensacola metropolitan area is a regional urban and economic hub in the western Florida Panhandle centered on the city of Pensacola and its surrounding communities.
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 the western Florida Panhandle centered on the city of Pensacola and its surrounding communities.
  • 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. Tallahassee metropolitan area
    The Tallahassee metropolitan area is a regional urban and economic hub in northern Florida centered on the state capital and its surrounding communities.
  • C. Sarasota, Florida
    Sarasota, Florida is a Gulf Coast city known for its beaches, arts and cultural scene, and as a longtime hub for Major League Baseball spring training.
  • D. Crestview–Fort Walton Beach–Destin metropolitan area
    The Crestview–Fort Walton Beach–Destin metropolitan area is a region in northwest Florida centered on military, tourism, and coastal communities along the Emerald Coast.
  • E. 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.
  • 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_69a493684ee48190bd43b7c78da4aec8 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a6841f388190a6d08c3bf5c17fe4 completed March 1, 2026, 8:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac6600fa4c8190be934f49ba4b75ca completed March 7, 2026, 5:53 p.m.
NEDg Description generation batch_69ac669c3d7c819085194c797d41fb5d completed March 7, 2026, 5:55 p.m.
NED2 Entity disambiguation (via description) batch_69ac670ce8b881909d4ea8082f7fe096 completed March 7, 2026, 5:57 p.m.
Created at: March 1, 2026, 7:37 p.m.