Triple

T13468532
Position Surface form Disambiguated ID Type / Status
Subject Bloomfield, New Jersey E311567 entity
Predicate hasEmergencyService P464 FINISHED
Object Bloomfield Fire Department
The Bloomfield Fire Department is the municipal fire and emergency response agency serving the community of Bloomfield in Essex County, New Jersey.
 E1045383 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: Bloomfield Fire Department | Statement: [Bloomfield, New Jersey, hasEmergencyService, Bloomfield Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bloomfield Fire Department
Context triple: [Bloomfield, New Jersey, hasEmergencyService, Bloomfield Fire Department]
  • A. Bourne Fire Department
    The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
  • B. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
  • C. Greenfield Fire Department
    The Greenfield Fire Department is the municipal fire and emergency services agency serving the city of Greenfield, Wisconsin.
  • D. Dennis Fire Department
    The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
  • E. Avon Fire Department
    The Avon Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the town of Avon, Massachusetts.
  • 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: Bloomfield Fire Department
Triple: [Bloomfield, New Jersey, hasEmergencyService, Bloomfield Fire Department]
Generated description
The Bloomfield Fire Department is the municipal fire and emergency response agency serving the community of Bloomfield in Essex County, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bloomfield Fire Department
Target entity description: The Bloomfield Fire Department is the municipal fire and emergency response agency serving the community of Bloomfield in Essex County, New Jersey.
  • A. Bourne Fire Department
    The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
  • B. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
  • C. Greenfield Fire Department
    The Greenfield Fire Department is the municipal fire and emergency services agency serving the city of Greenfield, Wisconsin.
  • D. Dennis Fire Department
    The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
  • E. Avon Fire Department
    The Avon Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the town of Avon, Massachusetts.
  • 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf21e46081908a00c9acf54f270f completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7547d4f20819096765e125396e471 completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f75702e8c481909f668b41c8606514 completed May 3, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_69f75779113c81909e1d06d79fc3d8a9 completed May 3, 2026, 2:11 p.m.
Created at: April 9, 2026, 9:42 p.m.