Triple

T5436767
Position Surface form Disambiguated ID Type / Status
Subject Golden Gate Estates, Florida E122026 entity
Predicate fireProtection P8978 FINISHED
Object Collier County fire and rescue services
Collier County fire and rescue services is the county’s emergency response agency providing firefighting, rescue, and related public safety services to communities such as Golden Gate Estates in Florida.
 E519507 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: Collier County fire and rescue services | Statement: [Golden Gate Estates, Florida, fireProtection, Collier County fire and rescue services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Collier County fire and rescue services
Context triple: [Golden Gate Estates, Florida, fireProtection, Collier County fire and rescue services]
  • A. Big Pine Key Fire Rescue
    Big Pine Key Fire Rescue is the local fire and emergency response department serving the community of Big Pine Key in the Florida Keys.
  • B. Collier County Sheriff’s Office
    The Collier County Sheriff’s Office is the primary law enforcement agency responsible for public safety, policing, and corrections in Collier County, Florida.
  • C. Jacksonville Beach Fire Department
    The Jacksonville Beach Fire Department is the municipal agency responsible for providing fire suppression, emergency medical services, and rescue operations for the coastal community of Jacksonville Beach, Florida.
  • D. Collier County
    Collier County is a large county in southwestern Florida known for its Gulf Coast communities, extensive wetlands, and inclusion of part of Everglades National Park.
  • E. Broward County, Florida
    Broward County, Florida is a populous county in South Florida known for its diverse communities, including a significant Haitian American population, and cities such as Fort Lauderdale.
  • 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: Collier County fire and rescue services
Triple: [Golden Gate Estates, Florida, fireProtection, Collier County fire and rescue services]
Generated description
Collier County fire and rescue services is the county’s emergency response agency providing firefighting, rescue, and related public safety services to communities such as Golden Gate Estates in Florida.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Collier County fire and rescue services
Target entity description: Collier County fire and rescue services is the county’s emergency response agency providing firefighting, rescue, and related public safety services to communities such as Golden Gate Estates in Florida.
  • A. Big Pine Key Fire Rescue
    Big Pine Key Fire Rescue is the local fire and emergency response department serving the community of Big Pine Key in the Florida Keys.
  • B. Collier County Sheriff’s Office
    The Collier County Sheriff’s Office is the primary law enforcement agency responsible for public safety, policing, and corrections in Collier County, Florida.
  • C. Jacksonville Beach Fire Department
    The Jacksonville Beach Fire Department is the municipal agency responsible for providing fire suppression, emergency medical services, and rescue operations for the coastal community of Jacksonville Beach, Florida.
  • D. Collier County
    Collier County is a large county in southwestern Florida known for its Gulf Coast communities, extensive wetlands, and inclusion of part of Everglades National Park.
  • E. Broward County, Florida
    Broward County, Florida is a populous county in South Florida known for its diverse communities, including a significant Haitian American population, and cities such as Fort Lauderdale.
  • 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_69bd46400768819092925d461c0b8432 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91bb51d48190aab340d8d25e9a9a completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3acfd0408190877fbe41f1dc45ba completed March 22, 2026, 12:41 a.m.
NEDg Description generation batch_69bf3c4f3e288190bab81e761017f015 completed March 22, 2026, 12:48 a.m.
NED2 Entity disambiguation (via description) batch_69bf3cde5004819096988c61b45958ea completed March 22, 2026, 12:50 a.m.
Created at: March 20, 2026, 2:07 p.m.