Triple

T7510084
Position Surface form Disambiguated ID Type / Status
Subject Hebron, Kentucky E177495 entity
Predicate hasEmergencyService P464 FINISHED
Object Hebron Fire Protection District
Hebron Fire Protection District is a local fire and emergency medical services agency that provides fire suppression, rescue, and emergency response for the Hebron, Kentucky community.
 E670254 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: Hebron Fire Protection District | Statement: [Hebron, Kentucky, hasEmergencyService, Hebron Fire Protection District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hebron Fire Protection District
Context triple: [Hebron, Kentucky, hasEmergencyService, Hebron Fire Protection District]
  • A. Tri-State Fire Protection District
    Tri-State Fire Protection District is a regional fire and emergency medical services agency that provides fire protection and rescue services to the Village of Darien and surrounding communities.
  • B. Warrenville Fire Protection District
    Warrenville Fire Protection District is the agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of Warrenville, Illinois.
  • C. Upland Borough Fire Department
    The Upland Borough Fire Department is the local fire and emergency response agency serving the community of Upland in Delaware County, Pennsylvania.
  • D. Bensenville Fire Protection District
    Bensenville Fire Protection District is the local agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of Bensenville, Illinois.
  • E. Raytown Fire Protection District
    Raytown Fire Protection District is the public agency responsible for providing fire suppression, emergency medical services, and related emergency response to the community of Raytown, 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: Hebron Fire Protection District
Triple: [Hebron, Kentucky, hasEmergencyService, Hebron Fire Protection District]
Generated description
Hebron Fire Protection District is a local fire and emergency medical services agency that provides fire suppression, rescue, and emergency response for the Hebron, Kentucky community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hebron Fire Protection District
Target entity description: Hebron Fire Protection District is a local fire and emergency medical services agency that provides fire suppression, rescue, and emergency response for the Hebron, Kentucky community.
  • A. Tri-State Fire Protection District
    Tri-State Fire Protection District is a regional fire and emergency medical services agency that provides fire protection and rescue services to the Village of Darien and surrounding communities.
  • B. Warrenville Fire Protection District
    Warrenville Fire Protection District is the agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of Warrenville, Illinois.
  • C. Upland Borough Fire Department
    The Upland Borough Fire Department is the local fire and emergency response agency serving the community of Upland in Delaware County, Pennsylvania.
  • D. Bensenville Fire Protection District
    Bensenville Fire Protection District is the local agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of Bensenville, Illinois.
  • E. Raytown Fire Protection District
    Raytown Fire Protection District is the public agency responsible for providing fire suppression, emergency medical services, and related emergency response to the community of Raytown, 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_69c69f276b108190af2cc790b6554544 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f5d1e1a4819090bf4cbacdbdc7d0 completed March 27, 2026, 9:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8461035b48190ba08c0f759cafe4a completed March 28, 2026, 9:20 p.m.
NEDg Description generation batch_69c84754ec048190be1e37c2189b56ed completed March 28, 2026, 9:25 p.m.
NED2 Entity disambiguation (via description) batch_69c848026e90819098d0b419101f91e1 completed March 28, 2026, 9:28 p.m.
Created at: March 27, 2026, 3:45 p.m.