Triple

T6211437
Position Surface form Disambiguated ID Type / Status
Subject Swissvale, Pennsylvania E138878 entity
Predicate hasService P182 FINISHED
Object Swissvale Volunteer Fire Department
The Swissvale Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Swissvale, Pennsylvania.
 E575623 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: Swissvale Volunteer Fire Department | Statement: [Swissvale, Pennsylvania, hasService, Swissvale Volunteer Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Swissvale Volunteer Fire Department
Context triple: [Swissvale, Pennsylvania, hasService, Swissvale Volunteer Fire Department]
  • A. Penn Hills Volunteer Fire Departments
    Penn Hills Volunteer Fire Departments is a network of volunteer-based fire companies that provide firefighting and emergency response services to the Penn Hills community in Pennsylvania.
  • B. University Park Fire Department
    The University Park Fire Department is the municipal emergency services agency responsible for providing fire protection, rescue, and related public safety services to the community of University Park.
  • C. Wilkes-Barre Fire Department
    The Wilkes-Barre Fire Department is a municipal fire and emergency services agency serving the city of Wilkes-Barre, Pennsylvania, and its surrounding neighborhoods.
  • D. Vails Gate Fire Department
    Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
  • E. Fairburn Fire Department
    The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
  • 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: Swissvale Volunteer Fire Department
Triple: [Swissvale, Pennsylvania, hasService, Swissvale Volunteer Fire Department]
Generated description
The Swissvale Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Swissvale, Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Swissvale Volunteer Fire Department
Target entity description: The Swissvale Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Swissvale, Pennsylvania.
  • A. Penn Hills Volunteer Fire Departments
    Penn Hills Volunteer Fire Departments is a network of volunteer-based fire companies that provide firefighting and emergency response services to the Penn Hills community in Pennsylvania.
  • B. University Park Fire Department
    The University Park Fire Department is the municipal emergency services agency responsible for providing fire protection, rescue, and related public safety services to the community of University Park.
  • C. Wilkes-Barre Fire Department
    The Wilkes-Barre Fire Department is a municipal fire and emergency services agency serving the city of Wilkes-Barre, Pennsylvania, and its surrounding neighborhoods.
  • D. Vails Gate Fire Department
    Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
  • E. Fairburn Fire Department
    The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
  • 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_69c008ada364819096c9e92c74d639b5 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0628adccc8190b94f5c2c1d5d03f7 completed March 22, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c16f57821c8190bd7a5f6bf286ab09 completed March 23, 2026, 4:50 p.m.
NEDg Description generation batch_69c1bfe63d708190b734c064bdf0d735 completed March 23, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69c1c3f2b1388190bef6fe203f11fa3f completed March 23, 2026, 10:51 p.m.
Created at: March 22, 2026, 4:21 p.m.