Triple

T19417163
Position Surface form Disambiguated ID Type / Status
Subject Kingston, Pennsylvania E485750 entity
Predicate hasEmergencyService P464 FINISHED
Object Kingston Fire Department
The Kingston Fire Department is the municipal fire and emergency response agency serving the community of Kingston, Pennsylvania.
 E1374982 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: Kingston Fire Department | Statement: [Kingston, Pennsylvania, hasEmergencyService, Kingston Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kingston Fire Department
Context triple: [Kingston, Pennsylvania, hasEmergencyService, Kingston Fire Department]
  • A. Bermuda Fire and Rescue Service
    The Bermuda Fire and Rescue Service is the primary emergency response agency in Bermuda responsible for firefighting, rescue operations, and related public safety services across the territory.
  • B. Atlantic Fire Department
    The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
  • C. Kenmore Fire Department
    The Kenmore Fire Department is the municipal fire and emergency response agency serving the Village of Kenmore in New York.
  • D. Avon Fire Department
    The Avon Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the town of Avon, Massachusetts.
  • E. North Shore Fire/Rescue
    North Shore Fire/Rescue is a regional fire and emergency medical services department serving multiple communities in the North Shore area of Milwaukee County, Wisconsin.
  • 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: Kingston Fire Department
Triple: [Kingston, Pennsylvania, hasEmergencyService, Kingston Fire Department]
Generated description
The Kingston Fire Department is the municipal fire and emergency response agency serving the community of Kingston, Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kingston Fire Department
Target entity description: The Kingston Fire Department is the municipal fire and emergency response agency serving the community of Kingston, Pennsylvania.
  • A. Bermuda Fire and Rescue Service
    The Bermuda Fire and Rescue Service is the primary emergency response agency in Bermuda responsible for firefighting, rescue operations, and related public safety services across the territory.
  • B. Atlantic Fire Department
    The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
  • C. Kenmore Fire Department
    The Kenmore Fire Department is the municipal fire and emergency response agency serving the Village of Kenmore in New York.
  • D. Avon Fire Department
    The Avon Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the town of Avon, Massachusetts.
  • E. North Shore Fire/Rescue
    North Shore Fire/Rescue is a regional fire and emergency medical services department serving multiple communities in the North Shore area of Milwaukee County, Wisconsin.
  • 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_69d8e8d688f881909c85104a62e09d8a completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e62afad8d881908f1de6324e55d2f6 completed April 20, 2026, 1:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0733ce2e6081909e8baebf638747f1 completed May 15, 2026, 2:55 p.m.
NEDg Description generation batch_6a0734cfc2488190a488c40431a0b612 completed May 15, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0735c38b7881908489916ff2f2883e completed May 15, 2026, 3:03 p.m.
Created at: April 10, 2026, 1:37 p.m.