Triple

T23215126
Position Surface form Disambiguated ID Type / Status
Subject Hawthorne, New Jersey E580713 entity
Predicate hasEmergencyServices P464 FINISHED
Object Hawthorne Fire Department
The Hawthorne Fire Department is the municipal fire and emergency response agency serving the borough of Hawthorne in Passaic County, New Jersey.
 E1575133 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: Hawthorne Fire Department | Statement: [Hawthorne, New Jersey, hasEmergencyServices, Hawthorne Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hawthorne Fire Department
Context triple: [Hawthorne, New Jersey, hasEmergencyServices, Hawthorne Fire Department]
  • A. Hawthorne Fire Department
    The Hawthorne Fire Department is a local fire and emergency response agency serving the community of Hawthorne, New York.
  • B. Bryant Fire Department
    The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
  • C. Porter Fire Department
    Porter Fire Department is the local emergency response agency providing fire protection and related services to the community of Porter, Texas.
  • D. Charlotte Fire Department
    The Charlotte Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and related public safety services in Charlotte, North Carolina.
  • E. Peabody Fire Department
    The Peabody Fire Department is the municipal emergency response agency responsible for fire suppression, rescue services, and related public safety operations in the city of Peabody.
  • 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: Hawthorne Fire Department
Triple: [Hawthorne, New Jersey, hasEmergencyServices, Hawthorne Fire Department]
Generated description
The Hawthorne Fire Department is the municipal fire and emergency response agency serving the borough of Hawthorne in Passaic County, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hawthorne Fire Department
Target entity description: The Hawthorne Fire Department is the municipal fire and emergency response agency serving the borough of Hawthorne in Passaic County, New Jersey.
  • A. Hawthorne Fire Department
    The Hawthorne Fire Department is a local fire and emergency response agency serving the community of Hawthorne, New York.
  • B. Bryant Fire Department
    The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
  • C. Porter Fire Department
    Porter Fire Department is the local emergency response agency providing fire protection and related services to the community of Porter, Texas.
  • D. Charlotte Fire Department
    The Charlotte Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and related public safety services in Charlotte, North Carolina.
  • E. Peabody Fire Department
    The Peabody Fire Department is the municipal emergency response agency responsible for fire suppression, rescue services, and related public safety operations in the city of Peabody.
  • 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_69e2460389408190be74f41d217799a9 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f191646c548190a3f7150f0c253dc1 completed April 29, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30c8a2548190a6f40a9e5c19123d completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c36b18b6081909e911a637a0cb38e completed May 19, 2026, 10:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0c3782bd708190bc2b0f117b9ebe42 completed May 19, 2026, 10:12 a.m.
Created at: April 17, 2026, 4:08 p.m.