Triple

T8060950
Position Surface form Disambiguated ID Type / Status
Subject Hallandale Beach, Florida E188117 entity
Predicate partOf P40 FINISHED
Object Miami–Fort Lauderdale–Pompano Beach Metropolitan Statistical Area E12554 NE FINISHED

How this triple was built (2 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: Miami–Fort Lauderdale–Pompano Beach Metropolitan Statistical Area | Statement: [Hallandale Beach, Florida, partOf, Miami–Fort Lauderdale–Pompano Beach Metropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Miami–Fort Lauderdale–Pompano Beach Metropolitan Statistical Area
Context triple: [Hallandale Beach, Florida, partOf, Miami–Fort Lauderdale–Pompano Beach Metropolitan Statistical Area]
  • A. West Palm Beach metropolitan area
    The West Palm Beach metropolitan area is a major urban and economic region in South Florida centered on the city of West Palm Beach and its surrounding communities.
  • B. 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.
  • 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. Orlando–Kissimmee–Sanford metropolitan area
    The Orlando–Kissimmee–Sanford metropolitan area is a major Central Florida urban region centered on Orlando, known for its tourism industry, theme parks, and rapidly growing population.
  • E. Miami metropolitan area chosen
    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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca82b2f68881908c50560697e210da completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3fcc61c0819085edc26e75c5f6d5 completed March 31, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63d6484c8190b2fd2c2bef179fc4 completed April 1, 2026, 12:16 a.m.
Created at: March 30, 2026, 5:26 p.m.