Triple

T12134643
Position Surface form Disambiguated ID Type / Status
Subject Long Hill Township, New Jersey E289020 entity
Predicate hasEmergencyService P464 FINISHED
Object Stirling Volunteer Fire Company
Stirling Volunteer Fire Company is a local volunteer fire department that provides firefighting and emergency response services to the community of Long Hill Township, New Jersey.
 E966428 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: Stirling Volunteer Fire Company | Statement: [Long Hill Township, New Jersey, hasEmergencyService, Stirling Volunteer Fire Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stirling Volunteer Fire Company
Context triple: [Long Hill Township, New Jersey, hasEmergencyService, Stirling Volunteer Fire Company]
  • A. Stony Hill Volunteer Fire Company
    Stony Hill Volunteer Fire Company is a volunteer fire and emergency services organization serving the Stony Hill district and broader community of Bethel, Connecticut.
  • B. Union Fire Company
    Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
  • C. Oakmont Fire Company
    Oakmont Fire Company is a local volunteer fire and emergency services organization serving Haverford Township in Pennsylvania.
  • D. Elsmere Fire Company
    Elsmere Fire Company is a local fire and emergency services organization serving the community of Elsmere, Delaware.
  • E. Llanerch Fire Company
    Llanerch Fire Company is a volunteer fire department serving the Llanerch section and surrounding areas of Haverford Township, Pennsylvania, by providing fire protection and emergency response services.
  • 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: Stirling Volunteer Fire Company
Triple: [Long Hill Township, New Jersey, hasEmergencyService, Stirling Volunteer Fire Company]
Generated description
Stirling Volunteer Fire Company is a local volunteer fire department that provides firefighting and emergency response services to the community of Long Hill Township, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stirling Volunteer Fire Company
Target entity description: Stirling Volunteer Fire Company is a local volunteer fire department that provides firefighting and emergency response services to the community of Long Hill Township, New Jersey.
  • A. Stony Hill Volunteer Fire Company
    Stony Hill Volunteer Fire Company is a volunteer fire and emergency services organization serving the Stony Hill district and broader community of Bethel, Connecticut.
  • B. Union Fire Company
    Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
  • C. Oakmont Fire Company
    Oakmont Fire Company is a local volunteer fire and emergency services organization serving Haverford Township in Pennsylvania.
  • D. Elsmere Fire Company
    Elsmere Fire Company is a local fire and emergency services organization serving the community of Elsmere, Delaware.
  • E. Llanerch Fire Company
    Llanerch Fire Company is a volunteer fire department serving the Llanerch section and surrounding areas of Haverford Township, Pennsylvania, by providing fire protection and emergency response services.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9158c59e0819094d4522a107482b2 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f68eab98819086a480a90312c3fe completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f6017f89d88190b766af7828794d87 completed May 2, 2026, 1:51 p.m.
NED2 Entity disambiguation (via description) batch_69f60232d89881909f254da6deb7f321 completed May 2, 2026, 1:54 p.m.
Created at: April 8, 2026, 9:49 p.m.