Triple

T19495841

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Jacksonville, Florida	`E487766`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Jacksonville Fire and Rescue Department The Jacksonville Fire and Rescue Department is the municipal agency responsible for providing fire protection, emergency medical services, and disaster response to the city of Jacksonville, Florida.	`E1379170`	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 and Rescue Department | Statement: [Government of Jacksonville, Florida, hasDepartment, Jacksonville Fire and Rescue Department]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Jacksonville Fire and Rescue Department
Context triple: [Government of Jacksonville, Florida, hasDepartment, Jacksonville Fire and Rescue Department]

A. Jacksonville Fire Department
The Jacksonville Fire Department is the municipal fire and emergency response agency serving the city of Jacksonville, Alabama.
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. 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.
D. 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.
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 and Rescue Department
Triple: [Government of Jacksonville, Florida, hasDepartment, Jacksonville Fire and Rescue Department]

Generated description

The Jacksonville Fire and Rescue Department is the municipal agency responsible for providing fire protection, emergency medical services, and disaster response to the city of Jacksonville, Florida.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Jacksonville Fire and Rescue Department
Target entity description: The Jacksonville Fire and Rescue Department is the municipal agency responsible for providing fire protection, emergency medical services, and disaster response to the city of Jacksonville, Florida.

A. Jacksonville Fire Department
The Jacksonville Fire Department is the municipal fire and emergency response agency serving the city of Jacksonville, Alabama.
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. 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.
D. 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.
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_69d8e8d9d1c88190b01cd78b8be49384`	completed	April 10, 2026, 12:11 p.m.
NER	Named-entity recognition	`batch_69e6349182ec81908dd301f802530eec`	completed	April 20, 2026, 2:13 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0740622cd88190965b3eb6e644cb6f`	completed	May 15, 2026, 3:48 p.m.
NEDg	Description generation	`batch_6a0744467d6c819082aa0933a0b9ba65`	completed	May 15, 2026, 4:05 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0744ddbc3c8190b21d691a84e3ef92`	completed	May 15, 2026, 4:07 p.m.

Created at: April 10, 2026, 1:40 p.m.