Triple

T15517032
Position Surface form Disambiguated ID Type / Status
Subject Lonoke, Arkansas E368858 entity
Predicate fireProtection P8978 FINISHED
Object Lonoke Fire Department
The Lonoke Fire Department is the municipal firefighting and emergency response agency serving the city of Lonoke in central Arkansas.
 E1163159 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: Lonoke Fire Department | Statement: [Lonoke, Arkansas, fireProtection, Lonoke Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lonoke Fire Department
Context triple: [Lonoke, Arkansas, fireProtection, Lonoke Fire Department]
  • A. 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.
  • B. LaRue County Fire and Rescue
    LaRue County Fire and Rescue is the primary emergency response agency providing fire protection and rescue services to LaRue County, Kentucky.
  • C. Alton Fire Department
    The Alton Fire Department is the municipal fire and emergency response agency serving the community of Alton, Texas.
  • D. O'Fallon Fire Protection District
    O'Fallon Fire Protection District is the public fire and emergency services agency responsible for protecting lives and property in and around O'Fallon, Missouri.
  • E. Lee's Summit Fire Department
    The Lee's Summit Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and emergency medical response in Lee's Summit, Missouri.
  • 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: Lonoke Fire Department
Triple: [Lonoke, Arkansas, fireProtection, Lonoke Fire Department]
Generated description
The Lonoke Fire Department is the municipal firefighting and emergency response agency serving the city of Lonoke in central Arkansas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lonoke Fire Department
Target entity description: The Lonoke Fire Department is the municipal firefighting and emergency response agency serving the city of Lonoke in central Arkansas.
  • A. 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.
  • B. LaRue County Fire and Rescue
    LaRue County Fire and Rescue is the primary emergency response agency providing fire protection and rescue services to LaRue County, Kentucky.
  • C. Alton Fire Department
    The Alton Fire Department is the municipal fire and emergency response agency serving the community of Alton, Texas.
  • D. O'Fallon Fire Protection District
    O'Fallon Fire Protection District is the public fire and emergency services agency responsible for protecting lives and property in and around O'Fallon, Missouri.
  • E. Lee's Summit Fire Department
    The Lee's Summit Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and emergency medical response in Lee's Summit, Missouri.
  • 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_69d85a1794cc8190b0b428716296e63e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e04033303c8190a87b6384f68a6921 completed April 16, 2026, 1:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff454eafe48190a481b4adb8388395 completed May 9, 2026, 2:31 p.m.
NEDg Description generation batch_69ff467e5d6c8190ba3bf6557e683233 completed May 9, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69ff470912bc8190a42ee312aca55872 completed May 9, 2026, 2:39 p.m.
Created at: April 10, 2026, 4:02 a.m.