Triple

T2871602
Position Surface form Disambiguated ID Type / Status
Subject Blue Springs, Missouri E63574 entity
Predicate hasPublicSafetyService P13246 FINISHED
Object Blue Springs City Fire and emergency services
Blue Springs City Fire and Emergency Services is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the community of Blue Springs, Missouri.
 E305697 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: Blue Springs City Fire and emergency services | Statement: [Blue Springs, Missouri, hasPublicSafetyService, Blue Springs City Fire and emergency services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Blue Springs City Fire and emergency services
Context triple: [Blue Springs, Missouri, hasPublicSafetyService, Blue Springs City Fire and emergency services]
  • A. Blue Springs, Missouri
    Blue Springs, Missouri is a suburban city in the Kansas City metropolitan area known for its residential communities, parks, and recreational lake.
  • B. Excelsior Springs, Missouri
    Excelsior Springs, Missouri is a small city in the Kansas City metropolitan area known historically for its mineral water springs and resort heritage.
  • C. Blue Springs Recreation Area
    Blue Springs Recreation Area is a popular natural park in northwest Florida known for its clear spring-fed waters, swimming and paddling opportunities, and scenic outdoor recreation.
  • D. Holly Springs Law Enforcement Center
    Holly Springs Law Enforcement Center is the primary police and public safety headquarters serving the town of Holly Springs, North Carolina.
  • E. Blue Springs State Park
    Blue Springs State Park is a public recreation area in Alabama known for its clear, natural spring-fed swimming pools and outdoor activities such as camping, hiking, and picnicking.
  • 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: Blue Springs City Fire and emergency services
Triple: [Blue Springs, Missouri, hasPublicSafetyService, Blue Springs City Fire and emergency services]
Generated description
Blue Springs City Fire and Emergency Services is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the community of Blue Springs, Missouri.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Blue Springs City Fire and emergency services
Target entity description: Blue Springs City Fire and Emergency Services is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the community of Blue Springs, Missouri.
  • A. Blue Springs, Missouri
    Blue Springs, Missouri is a suburban city in the Kansas City metropolitan area known for its residential communities, parks, and recreational lake.
  • B. Excelsior Springs, Missouri
    Excelsior Springs, Missouri is a small city in the Kansas City metropolitan area known historically for its mineral water springs and resort heritage.
  • C. Blue Springs Recreation Area
    Blue Springs Recreation Area is a popular natural park in northwest Florida known for its clear spring-fed waters, swimming and paddling opportunities, and scenic outdoor recreation.
  • D. Holly Springs Law Enforcement Center
    Holly Springs Law Enforcement Center is the primary police and public safety headquarters serving the town of Holly Springs, North Carolina.
  • E. Blue Springs State Park
    Blue Springs State Park is a public recreation area in Alabama known for its clear, natural spring-fed swimming pools and outdoor activities such as camping, hiking, and picnicking.
  • 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_69ab4c42fb8c8190b36e161d47c03b81 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abe08c85c48190bd8c0f6680fca0c8 completed March 7, 2026, 8:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01db01d348190945ab982ce5c5b2d completed March 10, 2026, 1:33 p.m.
NEDg Description generation batch_69b0201470cc81909188573c3749dffb completed March 10, 2026, 1:43 p.m.
NED2 Entity disambiguation (via description) batch_69b020aa00888190a683a621f1e1a107 completed March 10, 2026, 1:46 p.m.
Created at: March 6, 2026, 10:02 p.m.