Triple

T8854596
Position Surface form Disambiguated ID Type / Status
Subject Waukee, Iowa E210722 entity
Predicate hasPublicService P6352 FINISHED
Object Waukee Fire Department
The Waukee Fire Department is the municipal emergency services agency providing fire protection, rescue, and emergency medical response for the community of Waukee, Iowa.
 E764058 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: Waukee Fire Department | Statement: [Waukee, Iowa, hasPublicService, Waukee Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waukee Fire Department
Context triple: [Waukee, Iowa, hasPublicService, Waukee Fire Department]
  • A. Waukee Police Department
    The Waukee Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Waukee, Iowa.
  • B. Coralville Fire Department
    The Coralville Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the community of Coralville, Iowa.
  • C. Waukee Community School District
    Waukee Community School District is a rapidly growing public school district in the Des Moines metropolitan area of Iowa, serving students in Waukee and surrounding communities.
  • D. East Grand Forks Fire Department
    The East Grand Forks Fire Department is the municipal agency responsible for fire protection, emergency response, and related public safety services in East Grand Forks, Minnesota.
  • E. Waukee Public Works Department
    Waukee Public Works Department is the municipal agency responsible for maintaining and managing Waukee, Iowa’s infrastructure and essential city services such as streets, water, and sewer systems.
  • 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: Waukee Fire Department
Triple: [Waukee, Iowa, hasPublicService, Waukee Fire Department]
Generated description
The Waukee Fire Department is the municipal emergency services agency providing fire protection, rescue, and emergency medical response for the community of Waukee, Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Waukee Fire Department
Target entity description: The Waukee Fire Department is the municipal emergency services agency providing fire protection, rescue, and emergency medical response for the community of Waukee, Iowa.
  • A. Waukee Police Department
    The Waukee Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Waukee, Iowa.
  • B. Coralville Fire Department
    The Coralville Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the community of Coralville, Iowa.
  • C. Waukee Community School District
    Waukee Community School District is a rapidly growing public school district in the Des Moines metropolitan area of Iowa, serving students in Waukee and surrounding communities.
  • D. East Grand Forks Fire Department
    The East Grand Forks Fire Department is the municipal agency responsible for fire protection, emergency response, and related public safety services in East Grand Forks, Minnesota.
  • E. Waukee Public Works Department
    Waukee Public Works Department is the municipal agency responsible for maintaining and managing Waukee, Iowa’s infrastructure and essential city services such as streets, water, and sewer systems.
  • 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_69ca838a424c8190b1ecac115c2927e7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc60c6dce88190b175698b191fb89b completed April 1, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfab8911c8819083f5caa318071720 completed April 3, 2026, 11:59 a.m.
NEDg Description generation batch_69cfac76d0f8819090c2bff520db52f4 completed April 3, 2026, 12:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfad04e514819084bf30b8f026c031 completed April 3, 2026, 12:05 p.m.
Created at: March 30, 2026, 6:49 p.m.