Triple

T12977208
Position Surface form Disambiguated ID Type / Status
Subject Fairfield, New Jersey E321556 entity
Predicate publicSafety P8728 FINISHED
Object 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.
E1017783 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: Fairfield Volunteer Ambulance Corps | Statement: [Fairfield, New Jersey, publicSafety, Fairfield Volunteer Ambulance Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fairfield Volunteer Ambulance Corps
Context triple: [Fairfield, New Jersey, publicSafety, Fairfield Volunteer Ambulance Corps]
  • A. Fairfield Volunteer Fire Department
    The Fairfield Volunteer Fire Department is a community-based fire and emergency response organization serving the town of Fairfield, Vermont.
  • B. Fairfield Fire Department
    The Fairfield Fire Department is the municipal fire and emergency response agency serving the community of Fairfield, New Jersey.
  • C. 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.
  • D. Allendale Volunteer Ambulance Corps
    Allendale Volunteer Ambulance Corps is a community-based emergency medical services organization staffed by volunteers who provide pre-hospital care and ambulance transport for residents of Allendale, New Jersey.
  • E. 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.
  • 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: Fairfield Volunteer Ambulance Corps
Triple: [Fairfield, New Jersey, publicSafety, Fairfield Volunteer Ambulance Corps]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fairfield Volunteer Ambulance Corps
Target entity description: 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.
  • A. Fairfield Volunteer Fire Department
    The Fairfield Volunteer Fire Department is a community-based fire and emergency response organization serving the town of Fairfield, Vermont.
  • B. Fairfield Fire Department
    The Fairfield Fire Department is the municipal fire and emergency response agency serving the community of Fairfield, New Jersey.
  • C. 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.
  • D. Allendale Volunteer Ambulance Corps
    Allendale Volunteer Ambulance Corps is a community-based emergency medical services organization staffed by volunteers who provide pre-hospital care and ambulance transport for residents of Allendale, New Jersey.
  • E. 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.
  • 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_69d80763bd6c819094437da5b20b01d2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e48c0208190bb7ec80780480b37 completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbc277c881909ae77e8a44e06986 completed May 3, 2026, 4:14 a.m.
NEDg Description generation batch_69f6cea882d48190add88a8463f7d544 completed May 3, 2026, 4:27 a.m.
NED2 Entity disambiguation (via description) batch_69f6cf72a0cc8190bf8b6d606b8d0987 completed May 3, 2026, 4:30 a.m.
Created at: April 9, 2026, 8:38 p.m.