Triple

T3191620
Position Surface form Disambiguated ID Type / Status
Subject Palm Island, Miami Beach, Florida, United States E66835 entity
Predicate fireRescueService P3910 FINISHED
Object Miami Beach Fire Department
The Miami Beach Fire Department is the municipal agency responsible for providing fire suppression, emergency medical services, and rescue operations throughout the city of Miami Beach, Florida.
E338586 NE FINISHED

How this triple was built (5 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 Beach Fire Department | Statement: [Palm Island, Miami Beach, Florida, United States, fireRescueService, Miami Beach Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Miami Beach Fire Department
Context triple: [Palm Island, Miami Beach, Florida, United States, fireRescueService, Miami Beach Fire Department]
  • A. Miami Beach Police Department
    The Miami Beach Police Department is the municipal law enforcement agency responsible for public safety and crime prevention within the city of Miami Beach, Florida.
  • B. Fort Lauderdale Police Department
    The Fort Lauderdale Police Department is the municipal law enforcement agency responsible for policing the city of Fort Lauderdale in Broward County, Florida.
  • C. City of Miami Police Department
    The City of Miami Police Department is the municipal law enforcement agency responsible for policing the city of Miami, Florida.
  • D. Miami-Dade Police Department
    The Miami-Dade Police Department is the primary countywide law enforcement agency serving Miami-Dade County, Florida, responsible for policing unincorporated areas and providing specialized services across the region.
  • E. Miami Beach City Commission
    The Miami Beach City Commission is the elected legislative body responsible for setting policy, passing local laws, and overseeing the municipal government of Miami Beach, Florida.
  • 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: Miami Beach Fire Department
Triple: [Palm Island, Miami Beach, Florida, United States, fireRescueService, Miami Beach Fire Department]
Generated description
The Miami Beach Fire Department is the municipal agency responsible for providing fire suppression, emergency medical services, and rescue operations throughout the city of Miami Beach, Florida.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Miami Beach Fire Department
Target entity description: The Miami Beach Fire Department is the municipal agency responsible for providing fire suppression, emergency medical services, and rescue operations throughout the city of Miami Beach, Florida.
  • A. Miami Beach Police Department
    The Miami Beach Police Department is the municipal law enforcement agency responsible for public safety and crime prevention within the city of Miami Beach, Florida.
  • B. Fort Lauderdale Police Department
    The Fort Lauderdale Police Department is the municipal law enforcement agency responsible for policing the city of Fort Lauderdale in Broward County, Florida.
  • C. City of Miami Police Department
    The City of Miami Police Department is the municipal law enforcement agency responsible for policing the city of Miami, Florida.
  • D. Miami-Dade Police Department
    The Miami-Dade Police Department is the primary countywide law enforcement agency serving Miami-Dade County, Florida, responsible for policing unincorporated areas and providing specialized services across the region.
  • E. Miami Beach City Commission
    The Miami Beach City Commission is the elected legislative body responsible for setting policy, passing local laws, and overseeing the municipal government of Miami Beach, Florida.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: fireRescueService
Context triple: [Palm Island, Miami Beach, Florida, United States, fireRescueService, Miami Beach Fire Department]
  • A. fireRescue chosen
    Indicates a relationship where one entity performs or is responsible for rescuing people or property from fires or fire-related emergencies involving another entity.
  • B. fireJurisdiction
    Indicates that one entity has official authority and responsibility over fire protection, prevention, or response activities within the area or domain of another entity.
  • C. hasFireStation
    Indicates that a location or area contains or is served by a fire station.
  • D. firefightingMethods
    Indicates the techniques or strategies used to control, contain, or extinguish fires.
  • E. fires
    Indicates that an agent initiates the discharge or ignition of something, such as a weapon, engine, or explosive device, causing it to operate or go off.
  • F. None of above.

Provenance (6 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_69ad8588ba18819086a10951c32ecb80 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada6e8e4b48190bc7c6443fc6da900 completed March 8, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b262126fa08190b7dd620159e3ed96 completed March 12, 2026, 6:49 a.m.
NEDg Description generation batch_69b264c2b3e88190bdfb33f12c318c70 completed March 12, 2026, 7:01 a.m.
NED2 Entity disambiguation (via description) batch_69b2689419808190adb9b69bf3185daf completed March 12, 2026, 7:17 a.m.
PD Predicate disambiguation batch_69ad9e04290481909092ddfbe6fdaabc completed March 8, 2026, 4:04 p.m.
Created at: March 8, 2026, 3:07 p.m.