Triple

T16689584
Position Surface form Disambiguated ID Type / Status
Subject Hackettstown, New Jersey E405558 entity
Predicate hasFireService P8978 FINISHED
Object Hackettstown Fire Department
Hackettstown Fire Department is the municipal fire and emergency response agency serving the community of Hackettstown, New Jersey.
 E1228673 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: Hackettstown Fire Department | Statement: [Hackettstown, New Jersey, hasFireService, Hackettstown Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hackettstown Fire Department
Context triple: [Hackettstown, New Jersey, hasFireService, Hackettstown Fire Department]
  • A. 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.
  • B. Paulsboro Fire Department
    The Paulsboro Fire Department is the municipal fire and emergency response agency serving the community of Paulsboro, New Jersey.
  • C. Berkeley Heights Fire Department
    The Berkeley Heights Fire Department is the municipal fire and emergency response agency serving the community of Berkeley Heights, New Jersey.
  • D. Camden Fire Department
    The Camden Fire Department is the municipal firefighting and emergency response agency serving the city of Camden, New Jersey, and surrounding neighborhoods such as Fairview.
  • E. Millburn Fire Department
    The Millburn Fire Department is the municipal fire and emergency response agency serving the community of Millburn, 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: Hackettstown Fire Department
Triple: [Hackettstown, New Jersey, hasFireService, Hackettstown Fire Department]
Generated description
Hackettstown Fire Department is the municipal fire and emergency response agency serving the community of Hackettstown, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hackettstown Fire Department
Target entity description: Hackettstown Fire Department is the municipal fire and emergency response agency serving the community of Hackettstown, New Jersey.
  • A. 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.
  • B. Paulsboro Fire Department
    The Paulsboro Fire Department is the municipal fire and emergency response agency serving the community of Paulsboro, New Jersey.
  • C. Berkeley Heights Fire Department
    The Berkeley Heights Fire Department is the municipal fire and emergency response agency serving the community of Berkeley Heights, New Jersey.
  • D. Camden Fire Department
    The Camden Fire Department is the municipal firefighting and emergency response agency serving the city of Camden, New Jersey, and surrounding neighborhoods such as Fairview.
  • E. Millburn Fire Department
    The Millburn Fire Department is the municipal fire and emergency response agency serving the community of Millburn, 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_69d8838c28748190b3f5967c743940ab completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37ea80d88819091fc61ed3c01955a completed April 18, 2026, 12:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0091966fbc81908cd1db230ddbb82b completed May 10, 2026, 2:09 p.m.
NEDg Description generation batch_6a00920dd72c8190b30d4edd779e7029 completed May 10, 2026, 2:11 p.m.
NED2 Entity disambiguation (via description) batch_6a0092e322d08190862ae42a28c9e5cf completed May 10, 2026, 2:14 p.m.
Created at: April 10, 2026, 5:19 a.m.