Triple

T15513015
Position Surface form Disambiguated ID Type / Status
Subject Montvale, New Jersey E368760 entity
Predicate hasEmergencyServices P464 FINISHED
Object Montvale Fire Department
Montvale Fire Department is a municipal volunteer fire and rescue organization serving the community of Montvale, New Jersey.
 E1162281 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Montvale Fire Department | Statement: [Montvale, New Jersey, hasEmergencyServices, Montvale Fire Department]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Montvale Fire Department
Context triple: [Montvale, New Jersey, hasEmergencyServices, Montvale Fire Department]
  • A. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
  • B. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • C. Melissa Fire Department
    Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, Texas.
  • D. Midfield Fire Department
    Midfield Fire Department is the municipal fire and emergency response agency serving the community of Midfield, Alabama.
  • 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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Montvale Fire Department
Target entity description: Montvale Fire Department is a municipal volunteer fire and rescue organization serving the community of Montvale, New Jersey.
  • A. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
  • B. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • C. Melissa Fire Department
    Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, Texas.
  • D. Midfield Fire Department
    Midfield Fire Department is the municipal fire and emergency response agency serving the community of Midfield, Alabama.
  • 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

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Montvale Fire Department
Triple: [Montvale, New Jersey, hasEmergencyServices, Montvale Fire Department]
Generated description
Montvale Fire Department is a municipal volunteer fire and rescue organization serving the community of Montvale, New Jersey.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d85a1794cc8190b0b428716296e63e elicitation completed
NER batch_69e04030c0208190a1931ea130075603 ner completed
NED1 batch_69ff3d4edee481908382ca5cd266f7b0 ned_source_triple completed
NED2 batch_69ff3ff96a6c8190a4c9f20dabc86cef ned_description completed
NEDg batch_69ff3f59213c8190a9c98350225b5151 nedg completed
Created at: April 10, 2026, 4:01 a.m.