Triple

T6603937
Position Surface form Disambiguated ID Type / Status
Subject Deltona–Daytona Beach–Ormond Beach metropolitan area E149063 entity
Predicate containsCity P294 FINISHED
Object 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.
E627435 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, Florida | Statement: [Deltona–Daytona Beach–Ormond Beach metropolitan area, containsCity, Palm Coast, Florida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Palm Coast, Florida
Context triple: [Deltona–Daytona Beach–Ormond Beach metropolitan area, containsCity, Palm Coast, Florida]
  • A. Fleming Island, Florida
    Fleming Island, Florida is a suburban community in Clay County near Jacksonville, known for its residential neighborhoods, schools, and waterfront access along the St. Johns River.
  • B. Palm Bay
    Palm Bay is a coastal city in east-central Florida known for its residential communities, access to the Indian River Lagoon, and role within the Space Coast region.
  • C. Deltona
    Deltona is a large residential city in Volusia County known as a major suburban community within the Greater Orlando–Central Florida region.
  • D. New Smyrna Beach, Florida
    New Smyrna Beach, Florida is a coastal city on Florida’s Atlantic shore known for its surfing, beaches, and proximity to protected natural areas.
  • E. Pompano Beach, Florida
    Pompano Beach, Florida is a coastal city in South Florida known for its beaches, fishing pier, and boating and diving opportunities along the Atlantic Ocean.
  • 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, Florida
Triple: [Deltona–Daytona Beach–Ormond Beach metropolitan area, containsCity, Palm Coast, Florida]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Palm Coast, Florida
Target entity description: 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.
  • A. Fleming Island, Florida
    Fleming Island, Florida is a suburban community in Clay County near Jacksonville, known for its residential neighborhoods, schools, and waterfront access along the St. Johns River.
  • B. Palm Bay
    Palm Bay is a coastal city in east-central Florida known for its residential communities, access to the Indian River Lagoon, and role within the Space Coast region.
  • C. Deltona
    Deltona is a large residential city in Volusia County known as a major suburban community within the Greater Orlando–Central Florida region.
  • D. New Smyrna Beach, Florida
    New Smyrna Beach, Florida is a coastal city on Florida’s Atlantic shore known for its surfing, beaches, and proximity to protected natural areas.
  • E. Pompano Beach, Florida
    Pompano Beach, Florida is a coastal city in South Florida known for its beaches, fishing pier, and boating and diving opportunities along the Atlantic Ocean.
  • 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_69c687eaa7508190bb58ce2aa02039b3 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6af11f0788190be010c6ee60e150c completed March 27, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c748926b6c819080a2d32759529dae completed March 28, 2026, 3:18 a.m.
NEDg Description generation batch_69c749a44a3c8190ad8ad35fac7a4859 completed March 28, 2026, 3:23 a.m.
NED2 Entity disambiguation (via description) batch_69c74a1935b88190a9bed6e73f730459 completed March 28, 2026, 3:25 a.m.
Created at: March 27, 2026, 1:56 p.m.