Triple

T13627632
Position Surface form Disambiguated ID Type / Status
Subject Millburn, New Jersey E325625 entity
Predicate hasFireDepartment P464 FINISHED
Object Millburn Fire Department
The Millburn Fire Department is the municipal fire and emergency response agency serving the community of Millburn, New Jersey.
 E1051664 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: Millburn Fire Department | Statement: [Millburn, New Jersey, hasFireDepartment, Millburn Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Millburn Fire Department
Context triple: [Millburn, New Jersey, hasFireDepartment, Millburn 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. Armonk Fire Department
    The Armonk Fire Department is a local volunteer emergency response organization providing fire protection and rescue services to the Armonk community in New York.
  • C. Elmsford Fire Department
    The Elmsford Fire Department is the local firefighting and emergency response agency serving the village of Elmsford in Westchester County, New York.
  • D. Valley Stream Fire Department
    The Valley Stream Fire Department is a volunteer fire and emergency response organization serving the community of Valley Stream in Nassau County, New York.
  • E. Katonah Fire Department
    Katonah Fire Department is a volunteer emergency response organization providing fire protection and rescue services to the Katonah community in New York.
  • 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: Millburn Fire Department
Triple: [Millburn, New Jersey, hasFireDepartment, Millburn Fire Department]
Generated description
The Millburn Fire Department is the municipal fire and emergency response agency serving the community of Millburn, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Millburn Fire Department
Target entity description: The Millburn Fire Department is the municipal fire and emergency response agency serving the community of Millburn, 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. Armonk Fire Department
    The Armonk Fire Department is a local volunteer emergency response organization providing fire protection and rescue services to the Armonk community in New York.
  • C. Elmsford Fire Department
    The Elmsford Fire Department is the local firefighting and emergency response agency serving the village of Elmsford in Westchester County, New York.
  • D. Valley Stream Fire Department
    The Valley Stream Fire Department is a volunteer fire and emergency response organization serving the community of Valley Stream in Nassau County, New York.
  • E. Katonah Fire Department
    Katonah Fire Department is a volunteer emergency response organization providing fire protection and rescue services to the Katonah community in New York.
  • 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_69d8076aae28819092cf636190ee5529 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbbe9d803481908101def32817b0eb completed April 12, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f77fa6a46881909d381d76d391f5b7 completed May 3, 2026, 5:02 p.m.
NEDg Description generation batch_69f782c41634819096b0939c6c917259 completed May 3, 2026, 5:15 p.m.
NED2 Entity disambiguation (via description) batch_69f78366eca88190be313c3a1b1e23ff completed May 3, 2026, 5:18 p.m.
Created at: April 9, 2026, 9:51 p.m.