Triple

T16125559
Position Surface form Disambiguated ID Type / Status
Subject Jacksonville, Alabama E391259 entity
Predicate hasPublicService P6352 FINISHED
Object Jacksonville Fire Department
The Jacksonville Fire Department is the municipal fire and emergency response agency serving the city of Jacksonville, Alabama.
 E1198412 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: Jacksonville Fire Department | Statement: [Jacksonville, Alabama, hasPublicService, Jacksonville Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jacksonville Fire Department
Context triple: [Jacksonville, Alabama, hasPublicService, Jacksonville Fire Department]
  • A. Miami-Dade Fire Rescue Department
    The Miami-Dade Fire Rescue Department is a major metropolitan fire and emergency services agency serving Miami-Dade County, Florida, providing fire suppression, emergency medical services, and specialized rescue operations.
  • B. 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.
  • C. Jacksonville Police Department
    The Jacksonville Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city limits of Jacksonville, Alabama.
  • D. 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.
  • E. Jacksonville Sheriff’s Office
    The Jacksonville Sheriff’s Office is the primary law enforcement agency responsible for policing and corrections in Jacksonville and Duval County, 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: Jacksonville Fire Department
Triple: [Jacksonville, Alabama, hasPublicService, Jacksonville Fire Department]
Generated description
The Jacksonville Fire Department is the municipal fire and emergency response agency serving the city of Jacksonville, Alabama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jacksonville Fire Department
Target entity description: The Jacksonville Fire Department is the municipal fire and emergency response agency serving the city of Jacksonville, Alabama.
  • A. Miami-Dade Fire Rescue Department
    The Miami-Dade Fire Rescue Department is a major metropolitan fire and emergency services agency serving Miami-Dade County, Florida, providing fire suppression, emergency medical services, and specialized rescue operations.
  • B. 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.
  • C. Jacksonville Police Department
    The Jacksonville Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city limits of Jacksonville, Alabama.
  • D. 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.
  • E. Jacksonville Sheriff’s Office
    The Jacksonville Sheriff’s Office is the primary law enforcement agency responsible for policing and corrections in Jacksonville and Duval County, Florida.
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e2020408a88190bf3dfc893d577c55 completed April 17, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7a0ed9c8190a10fa88ee94811cb completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fffba882d48190a32cd60115310231 completed May 10, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69fffc17a21881908744b0a70a808df2 completed May 10, 2026, 3:31 a.m.
Created at: April 10, 2026, 5 a.m.