Triple

T23215127
Position Surface form Disambiguated ID Type / Status
Subject Hawthorne, New Jersey E580713 entity
Predicate hasEmergencyServices P464 FINISHED
Object Hawthorne Volunteer Ambulance Corps
Hawthorne Volunteer Ambulance Corps is a community-based, volunteer-run emergency medical services organization serving residents of Hawthorne, 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 Volunteer Ambulance Corps | Statement: [Hawthorne, New Jersey, hasEmergencyServices, Hawthorne Volunteer Ambulance Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hawthorne Volunteer Ambulance Corps
Context triple: [Hawthorne, New Jersey, hasEmergencyServices, Hawthorne Volunteer Ambulance Corps]
  • A. Hawthorne Fire Department
    The Hawthorne Fire Department is a local fire and emergency response agency serving the community of Hawthorne, New York.
  • B. 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.
  • C. Ossining Volunteer Ambulance Corps
    The Ossining Volunteer Ambulance Corps is a community-based, volunteer emergency medical services organization that provides ambulance and pre-hospital care to residents of Ossining, New York.
  • D. Madison Volunteer Ambulance Corps
    Madison Volunteer Ambulance Corps is a volunteer-based emergency medical services organization that provides ambulance and pre-hospital care to the community of Madison, New Jersey.
  • E. Fairfield Volunteer Ambulance Corps
    Fairfield Volunteer Ambulance Corps is a volunteer-based emergency medical services organization that provides ambulance and pre-hospital care to the community of Fairfield, 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: Hawthorne Volunteer Ambulance Corps
Triple: [Hawthorne, New Jersey, hasEmergencyServices, Hawthorne Volunteer Ambulance Corps]
Generated description
Hawthorne Volunteer Ambulance Corps is a community-based, volunteer-run emergency medical services organization serving residents of Hawthorne, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hawthorne Volunteer Ambulance Corps
Target entity description: Hawthorne Volunteer Ambulance Corps is a community-based, volunteer-run emergency medical services organization serving residents of Hawthorne, 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. Hawthorne Fire Department chosen
    The Hawthorne Fire Department is the municipal fire and emergency response agency serving the borough of Hawthorne in Passaic County, New Jersey.
  • C. Ossining Volunteer Ambulance Corps
    The Ossining Volunteer Ambulance Corps is a community-based, volunteer emergency medical services organization that provides ambulance and pre-hospital care to residents of Ossining, New York.
  • D. Madison Volunteer Ambulance Corps
    Madison Volunteer Ambulance Corps is a volunteer-based emergency medical services organization that provides ambulance and pre-hospital care to the community of Madison, New Jersey.
  • E. Fairfield Volunteer Ambulance Corps
    Fairfield Volunteer Ambulance Corps is a volunteer-based emergency medical services organization that provides ambulance and pre-hospital care to the community of Fairfield, New Jersey.
  • F. None of above.

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_6a0c3f4ffc3c8190a971bc5e7d362ae2 completed May 19, 2026, 10:45 a.m.
NEDg Description generation batch_6a0c405be1188190b6622665e448bbe7 completed May 19, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c40bece448190bb9fd1a3058a1f06 completed May 19, 2026, 10:51 a.m.
Created at: April 17, 2026, 4:08 p.m.