Triple

T1318121
Position Surface form Disambiguated ID Type / Status
Subject Belton Fire Department E28152 entity
Predicate coordinateWith P1140 FINISHED
Object Cass County emergency services
Cass County emergency services is the county-level public safety organization responsible for coordinating fire, medical, and other emergency response efforts throughout Cass County.
 E150404 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: Cass County emergency services | Statement: [Belton Fire Department, coordinateWith, Cass County emergency services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cass County emergency services
Context triple: [Belton Fire Department, coordinateWith, Cass County emergency services]
  • A. Cass County Sheriff’s Office
    The Cass County Sheriff’s Office is the primary law enforcement agency responsible for public safety, patrol, investigations, and jail operations within Cass County.
  • B. LaRue County EMS
    LaRue County EMS is the primary emergency medical services provider responsible for pre-hospital care and ambulance transport in LaRue County, Kentucky.
  • C. 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.
  • D. Webster County Fire Department
    The Webster County Fire Department is the primary firefighting and emergency response agency serving the residents and properties of Webster County, Georgia.
  • E. Storey County Fire Protection District
    Storey County Fire Protection District is the local agency responsible for providing fire suppression, emergency medical services, and related emergency response within Storey County, Nevada.
  • 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: Cass County emergency services
Triple: [Belton Fire Department, coordinateWith, Cass County emergency services]
Generated description
Cass County emergency services is the county-level public safety organization responsible for coordinating fire, medical, and other emergency response efforts throughout Cass County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cass County emergency services
Target entity description: Cass County emergency services is the county-level public safety organization responsible for coordinating fire, medical, and other emergency response efforts throughout Cass County.
  • A. Cass County Sheriff’s Office
    The Cass County Sheriff’s Office is the primary law enforcement agency responsible for public safety, patrol, investigations, and jail operations within Cass County.
  • B. LaRue County EMS
    LaRue County EMS is the primary emergency medical services provider responsible for pre-hospital care and ambulance transport in LaRue County, Kentucky.
  • C. 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.
  • D. Webster County Fire Department
    The Webster County Fire Department is the primary firefighting and emergency response agency serving the residents and properties of Webster County, Georgia.
  • E. Storey County Fire Protection District
    Storey County Fire Protection District is the local agency responsible for providing fire suppression, emergency medical services, and related emergency response within Storey County, Nevada.
  • 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_69a498532c3481909223b74af2e578df completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c176c89881909e9dc0e34f12f056 completed March 1, 2026, 10:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbaf3cef88190ab1635bc5f452f8b completed March 7, 2026, 11:55 p.m.
NEDg Description generation batch_69acbb5ee684819083f5309dc9771c3a completed March 7, 2026, 11:57 p.m.
NED2 Entity disambiguation (via description) batch_69acbc010cd0819080b1f8695dc0990b completed March 8, 2026, midnight
Created at: March 1, 2026, 7:55 p.m.