Triple

T7056596
Position Surface form Disambiguated ID Type / Status
Subject Haverford Township, Pennsylvania E164106 entity
Predicate hasFireCompany P44903 FINISHED
Object Oakmont Fire Company
Oakmont Fire Company is a local volunteer fire and emergency services organization serving Haverford Township in Pennsylvania.
 E638384 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: Oakmont Fire Company | Statement: [Haverford Township, Pennsylvania, hasFireCompany, Oakmont Fire Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oakmont Fire Company
Context triple: [Haverford Township, Pennsylvania, hasFireCompany, Oakmont Fire Company]
  • A. Swissvale Volunteer Fire Department
    The Swissvale Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Swissvale, Pennsylvania.
  • B. Oak Point Fire Department
    Oak Point Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Oak Point, Texas.
  • C. Piedmont Fire Department
    The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
  • D. Fairburn Fire Department
    The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
  • E. Elsmere Fire Company
    Elsmere Fire Company is a local fire and emergency services organization serving the community of Elsmere, Delaware.
  • 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: Oakmont Fire Company
Triple: [Haverford Township, Pennsylvania, hasFireCompany, Oakmont Fire Company]
Generated description
Oakmont Fire Company is a local volunteer fire and emergency services organization serving Haverford Township in Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oakmont Fire Company
Target entity description: Oakmont Fire Company is a local volunteer fire and emergency services organization serving Haverford Township in Pennsylvania.
  • A. Swissvale Volunteer Fire Department
    The Swissvale Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Swissvale, Pennsylvania.
  • B. Oak Point Fire Department
    Oak Point Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Oak Point, Texas.
  • C. Piedmont Fire Department
    The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
  • D. Fairburn Fire Department
    The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
  • E. Elsmere Fire Company
    Elsmere Fire Company is a local fire and emergency services organization serving the community of Elsmere, Delaware.
  • 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_69c68861678881909961ddf4d779f750 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e269050c81908c186609a8a7bcf9 completed March 27, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c788a303148190869be2a455d28791 completed March 28, 2026, 7:52 a.m.
NEDg Description generation batch_69c7892a387c8190856eac695fbcfb02 completed March 28, 2026, 7:54 a.m.
NED2 Entity disambiguation (via description) batch_69c789bc4fa081908cf40ec8ff189b90 completed March 28, 2026, 7:56 a.m.
Created at: March 27, 2026, 2:38 p.m.