Triple

T20131186
Position Surface form Disambiguated ID Type / Status
Subject Atoka, Tennessee E490894 entity
Predicate hasFireDepartment P464 FINISHED
Object Atoka Fire Department
The Atoka Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the community of Atoka, Tennessee.
 E1414195 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: Atoka Fire Department | Statement: [Atoka, Tennessee, hasFireDepartment, Atoka Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Atoka Fire Department
Context triple: [Atoka, Tennessee, hasFireDepartment, Atoka Fire Department]
  • A. Watauga Fire Department
    The Watauga Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Watauga, Texas.
  • B. Lonoke Fire Department
    The Lonoke Fire Department is the municipal firefighting and emergency response agency serving the city of Lonoke in central Arkansas.
  • C. Knoxville Fire Department
    The Knoxville Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Knoxville, Tennessee.
  • D. Springdale Fire Department
    The Springdale Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Springdale, Arkansas.
  • E. Chattanooga Fire Department
    The Chattanooga Fire Department is the municipal fire and emergency response agency serving the city of Chattanooga and surrounding communities in Tennessee.
  • 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: Atoka Fire Department
Triple: [Atoka, Tennessee, hasFireDepartment, Atoka Fire Department]
Generated description
The Atoka Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the community of Atoka, Tennessee.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Atoka Fire Department
Target entity description: The Atoka Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the community of Atoka, Tennessee.
  • A. Watauga Fire Department
    The Watauga Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Watauga, Texas.
  • B. Lonoke Fire Department
    The Lonoke Fire Department is the municipal firefighting and emergency response agency serving the city of Lonoke in central Arkansas.
  • C. Knoxville Fire Department
    The Knoxville Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Knoxville, Tennessee.
  • D. Springdale Fire Department
    The Springdale Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Springdale, Arkansas.
  • E. Chattanooga Fire Department
    The Chattanooga Fire Department is the municipal fire and emergency response agency serving the city of Chattanooga and surrounding communities in Tennessee.
  • 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_69da62651a0c8190a3e05e95e056a66b completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e6676183dc8190b65d0def681aaa1e completed April 20, 2026, 5:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0834698e648190b00efb97fee345a2 completed May 16, 2026, 9:10 a.m.
NEDg Description generation batch_6a08353703b88190b8eef21650bad944 completed May 16, 2026, 9:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0835c4c9f48190b4d568814729a7ca completed May 16, 2026, 9:15 a.m.
Created at: April 11, 2026, 11:31 p.m.