Triple

T12143018
Position Surface form Disambiguated ID Type / Status
Subject Flagler County, Florida E289238 entity
Predicate partOf P40 FINISHED
Object Palm Coast metropolitan area
The Palm Coast metropolitan area is a U.S. metropolitan region in northeastern Florida centered on the city of Palm Coast and encompassing surrounding communities including Flagler County.
 E975450 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: Palm Coast metropolitan area | Statement: [Flagler County, Florida, partOf, Palm Coast metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Palm Coast metropolitan area
Context triple: [Flagler County, Florida, partOf, Palm Coast metropolitan area]
  • A. 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.
  • B. Deltona–Daytona Beach–Ormond Beach metropolitan area
    The Deltona–Daytona Beach–Ormond Beach metropolitan area is a coastal urban region in east-central Florida centered around Volusia and Flagler counties, known for its beaches, tourism, and proximity to Orlando.
  • C. 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.
  • D. Palm Coast, Florida
    Palm Coast, Florida is a planned coastal city in Flagler County known for its residential communities, proximity to Atlantic beaches, and location between St. Augustine and Daytona Beach.
  • E. Sebastian–Vero Beach metropolitan area
    The Sebastian–Vero Beach metropolitan area is a small coastal metro region in east-central Florida centered on Vero Beach and known for its beaches, tourism, and retirement communities.
  • 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: Palm Coast metropolitan area
Triple: [Flagler County, Florida, partOf, Palm Coast metropolitan area]
Generated description
The Palm Coast metropolitan area is a U.S. metropolitan region in northeastern Florida centered on the city of Palm Coast and encompassing surrounding communities including Flagler County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Palm Coast metropolitan area
Target entity description: The Palm Coast metropolitan area is a U.S. metropolitan region in northeastern Florida centered on the city of Palm Coast and encompassing surrounding communities including Flagler County.
  • A. 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.
  • B. Deltona–Daytona Beach–Ormond Beach metropolitan area
    The Deltona–Daytona Beach–Ormond Beach metropolitan area is a coastal urban region in east-central Florida centered around Volusia and Flagler counties, known for its beaches, tourism, and proximity to Orlando.
  • C. 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.
  • D. Palm Coast, Florida
    Palm Coast, Florida is a planned coastal city in Flagler County known for its residential communities, proximity to Atlantic beaches, and location between St. Augustine and Daytona Beach.
  • E. Sebastian–Vero Beach metropolitan area
    The Sebastian–Vero Beach metropolitan area is a small coastal metro region in east-central Florida centered on Vero Beach and known for its beaches, tourism, and retirement communities.
  • 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915a9838081909622cc14df2a2582 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e4a573c8190b5dd6cc61849739b completed May 2, 2026, 3:54 p.m.
NEDg Description generation batch_69f61f5b107c819082094791fcf7c5f4 completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62009766c8190985fafe9ba53ae7b completed May 2, 2026, 4:02 p.m.
Created at: April 8, 2026, 9:49 p.m.