Triple

T22753301
Position Surface form Disambiguated ID Type / Status
Subject Coffeyville, Kansas E562763 entity
Predicate fireProtection P8978 FINISHED
Object Coffeyville Fire Department
The Coffeyville Fire Department is the municipal agency responsible for firefighting, emergency response, and related public safety services in Coffeyville, Kansas.
 E1554063 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: Coffeyville Fire Department | Statement: [Coffeyville, Kansas, fireProtection, Coffeyville Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Coffeyville Fire Department
Context triple: [Coffeyville, Kansas, fireProtection, Coffeyville Fire Department]
  • A. North Kansas City Fire Department
    The North Kansas City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of North Kansas City, Missouri.
  • B. Topeka Fire Department
    The Topeka Fire Department is the municipal agency responsible for fire protection, emergency response, and related public safety services within the city of Topeka, Kansas.
  • C. Wamego Fire Department
    The Wamego Fire Department is the municipal fire and emergency response agency serving the community of Wamego, Kansas.
  • 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. 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.
  • 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: Coffeyville Fire Department
Triple: [Coffeyville, Kansas, fireProtection, Coffeyville Fire Department]
Generated description
The Coffeyville Fire Department is the municipal agency responsible for firefighting, emergency response, and related public safety services in Coffeyville, Kansas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Coffeyville Fire Department
Target entity description: The Coffeyville Fire Department is the municipal agency responsible for firefighting, emergency response, and related public safety services in Coffeyville, Kansas.
  • A. North Kansas City Fire Department
    The North Kansas City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of North Kansas City, Missouri.
  • B. Topeka Fire Department
    The Topeka Fire Department is the municipal agency responsible for fire protection, emergency response, and related public safety services within the city of Topeka, Kansas.
  • C. Wamego Fire Department
    The Wamego Fire Department is the municipal fire and emergency response agency serving the community of Wamego, Kansas.
  • 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. 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.
  • 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_69e24551ec7881909a9c924dbea155f6 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f179bb80ac8190b53a1e00704c4ff5 completed April 29, 2026, 3:23 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b98133b7c819082b0c860bf61d35b completed May 18, 2026, 10:52 p.m.
NEDg Description generation batch_6a0b98a4293881908121e8966fd701c5 completed May 18, 2026, 10:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0b99336c9c8190b22699e90c164f97 completed May 18, 2026, 10:56 p.m.
Created at: April 17, 2026, 3:25 p.m.