Triple

T18437762
Position Surface form Disambiguated ID Type / Status
Subject Fanwood, New Jersey E450437 entity
Predicate hasFireDepartment P464 FINISHED
Object Fanwood Fire Department
The Fanwood Fire Department is the local firefighting and emergency response agency serving the borough of Fanwood in Union County, New Jersey.
E1323626 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: Fanwood Fire Department | Statement: [Fanwood, New Jersey, hasFireDepartment, Fanwood Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fanwood Fire Department
Context triple: [Fanwood, New Jersey, hasFireDepartment, Fanwood 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. Franklin Fire Department
    The Franklin Fire Department is the municipal fire and emergency medical services agency serving the city of Franklin, Wisconsin.
  • C. Franklin Fire Department
    The Franklin Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Franklin, Massachusetts.
  • D. Hackettstown Fire Department
    Hackettstown Fire Department is the municipal fire and emergency response agency serving the community of Hackettstown, New Jersey.
  • E. 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.
  • 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: Fanwood Fire Department
Triple: [Fanwood, New Jersey, hasFireDepartment, Fanwood Fire Department]
Generated description
The Fanwood Fire Department is the local firefighting and emergency response agency serving the borough of Fanwood in Union County, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fanwood Fire Department
Target entity description: The Fanwood Fire Department is the local firefighting and emergency response agency serving the borough of Fanwood in Union County, 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. Franklin Fire Department
    The Franklin Fire Department is the municipal fire and emergency medical services agency serving the city of Franklin, Wisconsin.
  • C. Franklin Fire Department
    The Franklin Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Franklin, Massachusetts.
  • D. Hackettstown Fire Department
    Hackettstown Fire Department is the municipal fire and emergency response agency serving the community of Hackettstown, New Jersey.
  • E. 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.
  • 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_69d8d381d6388190a9e94e9c658174e4 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e51c0e04508190bc851a8954ae60e8 completed April 19, 2026, 6:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03f0b392988190ba3099ee8d1eb822 completed May 13, 2026, 3:32 a.m.
NEDg Description generation batch_6a03f2c5e57081909e5b81a5b0e3833d completed May 13, 2026, 3:40 a.m.
NED2 Entity disambiguation (via description) batch_6a03f3a57cb881909c0ba0b559f9c06b completed May 13, 2026, 3:44 a.m.
Created at: April 10, 2026, 11:29 a.m.