Triple

T17836041
Position Surface form Disambiguated ID Type / Status
Subject Pequannock Township, New Jersey E445385 entity
Predicate hasFireDepartment P464 FINISHED
Object Pequannock Township Volunteer Fire Department
The Pequannock Township Volunteer Fire Department is a community-based, all-volunteer fire and emergency response organization serving Pequannock Township, New Jersey.
 E1291369 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: Pequannock Township Volunteer Fire Department | Statement: [Pequannock Township, New Jersey, hasFireDepartment, Pequannock Township Volunteer Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pequannock Township Volunteer Fire Department
Context triple: [Pequannock Township, New Jersey, hasFireDepartment, Pequannock Township Volunteer Fire Department]
  • A. Hackettstown Fire Department
    Hackettstown Fire Department is the municipal fire and emergency response agency serving the community of Hackettstown, New Jersey.
  • B. Morris Plains Fire Department
    The Morris Plains Fire Department is a local firefighting and emergency response agency serving the community of Morris Plains, New Jersey.
  • C. Paulsboro Fire Department
    The Paulsboro Fire Department is the municipal fire and emergency response agency serving the community of Paulsboro, New Jersey.
  • D. Bound Brook Fire Department
    Bound Brook Fire Department is the municipal fire and rescue agency serving the community of Bound Brook, New Jersey.
  • E. Green Brook Volunteer Fire Department
    The Green Brook Volunteer Fire Department is a community-based, volunteer firefighting and emergency response organization serving residents and businesses in Green Brook Township, New Jersey.
  • 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: Pequannock Township Volunteer Fire Department
Triple: [Pequannock Township, New Jersey, hasFireDepartment, Pequannock Township Volunteer Fire Department]
Generated description
The Pequannock Township Volunteer Fire Department is a community-based, all-volunteer fire and emergency response organization serving Pequannock Township, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pequannock Township Volunteer Fire Department
Target entity description: The Pequannock Township Volunteer Fire Department is a community-based, all-volunteer fire and emergency response organization serving Pequannock Township, New Jersey.
  • A. Hackettstown Fire Department
    Hackettstown Fire Department is the municipal fire and emergency response agency serving the community of Hackettstown, New Jersey.
  • B. Morris Plains Fire Department
    The Morris Plains Fire Department is a local firefighting and emergency response agency serving the community of Morris Plains, New Jersey.
  • C. Paulsboro Fire Department
    The Paulsboro Fire Department is the municipal fire and emergency response agency serving the community of Paulsboro, New Jersey.
  • D. Bound Brook Fire Department
    Bound Brook Fire Department is the municipal fire and rescue agency serving the community of Bound Brook, New Jersey.
  • E. Green Brook Volunteer Fire Department
    The Green Brook Volunteer Fire Department is a community-based, volunteer firefighting and emergency response organization serving residents and businesses in Green Brook Township, New Jersey.
  • 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_69d8b9f1a6d881909f024bc603111cdb completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48d27f8908190bf48a8153756effa completed April 19, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0306fa32e481908ef71c18b6f37d59 completed May 12, 2026, 10:54 a.m.
NEDg Description generation batch_6a030804acf081908b4f00aa4e45e842 completed May 12, 2026, 10:59 a.m.
NED2 Entity disambiguation (via description) batch_6a0308a29f1081909a44c221aefb723c completed May 12, 2026, 11:01 a.m.
Created at: April 10, 2026, 10:16 a.m.