Triple

T15744974
Position Surface form Disambiguated ID Type / Status
Subject Little Torch Key E381697 entity
Predicate hasEmergencyServicesFrom P41767 FINISHED
Object Monroe County Fire Rescue
Monroe County Fire Rescue is the county-level fire and emergency medical services agency serving communities throughout Monroe County, Florida, including the Florida Keys.
E1174584 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: Monroe County Fire Rescue | Statement: [Little Torch Key, hasEmergencyServicesFrom, Monroe County Fire Rescue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Monroe County Fire Rescue
Context triple: [Little Torch Key, hasEmergencyServicesFrom, Monroe County Fire Rescue]
  • A. Monroe Fire Department
    The Monroe Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property within the City of Monroe.
  • B. Middleton Fire District
    Middleton Fire District is the municipal fire and emergency services agency responsible for protecting the community of Middleton, Wisconsin.
  • C. Osceola County Fire Rescue
    Osceola County Fire Rescue is the county-level fire and emergency medical services agency serving communities throughout Osceola County, Florida.
  • D. Douglas County Fire Department
    The Douglas County Fire Department is the primary emergency response agency providing fire suppression, rescue, and related services throughout Douglas County, Georgia.
  • E. Madison Fire Department
    The Madison Fire Department is the municipal fire and emergency response agency serving the community of Madison, New Jersey.
  • 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: Monroe County Fire Rescue
Triple: [Little Torch Key, hasEmergencyServicesFrom, Monroe County Fire Rescue]
Generated description
Monroe County Fire Rescue is the county-level fire and emergency medical services agency serving communities throughout Monroe County, Florida, including the Florida Keys.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Monroe County Fire Rescue
Target entity description: Monroe County Fire Rescue is the county-level fire and emergency medical services agency serving communities throughout Monroe County, Florida, including the Florida Keys.
  • A. Monroe Fire Department
    The Monroe Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property within the City of Monroe.
  • B. Middleton Fire District
    Middleton Fire District is the municipal fire and emergency services agency responsible for protecting the community of Middleton, Wisconsin.
  • C. Osceola County Fire Rescue
    Osceola County Fire Rescue is the county-level fire and emergency medical services agency serving communities throughout Osceola County, Florida.
  • D. Douglas County Fire Department
    The Douglas County Fire Department is the primary emergency response agency providing fire suppression, rescue, and related services throughout Douglas County, Georgia.
  • E. Madison Fire Department
    The Madison Fire Department is the municipal fire and emergency response agency serving the community of Madison, New Jersey.
  • 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_69d86d9e6b44819085d1f6a969ecb74c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0502c0c3c8190b8e512df307039c1 completed April 16, 2026, 2:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff8307824881909ba85e4c3da65d28 completed May 9, 2026, 6:55 p.m.
NEDg Description generation batch_69ff83cb02f48190af506724f3ffb73e completed May 9, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69ff844fa00c8190a47eb46394db097b completed May 9, 2026, 7 p.m.
Created at: April 10, 2026, 4:46 a.m.