Triple

T8361381
Position Surface form Disambiguated ID Type / Status
Subject Allendale, New Jersey E197013 entity
Predicate hasVolunteerAmbulanceCorps P49934 FINISHED
Object 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.
E730358 NE FINISHED

How this triple was built (5 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: Allendale Volunteer Ambulance Corps | Statement: [Allendale, New Jersey, hasVolunteerAmbulanceCorps, Allendale Volunteer Ambulance Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Allendale Volunteer Ambulance Corps
Context triple: [Allendale, New Jersey, hasVolunteerAmbulanceCorps, Allendale Volunteer Ambulance Corps]
  • A. Allendale Volunteer Fire Department
    The Allendale Volunteer Fire Department is a community-based, volunteer-staffed fire and emergency services organization serving the borough of Allendale, New Jersey.
  • B. North Caldwell Volunteer Ambulance Corps
    North Caldwell Volunteer Ambulance Corps is a community-based, volunteer-run emergency medical service organization serving residents of North Caldwell, New Jersey.
  • C. Armonk Volunteer Ambulance Corps
    Armonk Volunteer Ambulance Corps is a community-based, volunteer-run emergency medical services organization serving residents of Armonk, New York and the surrounding area.
  • D. 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.
  • E. Wantagh-Levittown Volunteer Ambulance Corps
    The Wantagh-Levittown Volunteer Ambulance Corps is a community-based, volunteer emergency medical service organization serving the Wantagh and Levittown areas in 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: Allendale Volunteer Ambulance Corps
Triple: [Allendale, New Jersey, hasVolunteerAmbulanceCorps, Allendale Volunteer Ambulance Corps]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Allendale Volunteer Ambulance Corps
Target entity description: 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.
  • A. Allendale Volunteer Fire Department
    The Allendale Volunteer Fire Department is a community-based, volunteer-staffed fire and emergency services organization serving the borough of Allendale, New Jersey.
  • B. North Caldwell Volunteer Ambulance Corps
    North Caldwell Volunteer Ambulance Corps is a community-based, volunteer-run emergency medical service organization serving residents of North Caldwell, New Jersey.
  • C. Armonk Volunteer Ambulance Corps
    Armonk Volunteer Ambulance Corps is a community-based, volunteer-run emergency medical services organization serving residents of Armonk, New York and the surrounding area.
  • D. 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.
  • E. Wantagh-Levittown Volunteer Ambulance Corps
    The Wantagh-Levittown Volunteer Ambulance Corps is a community-based, volunteer emergency medical service organization serving the Wantagh and Levittown areas in New York.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasVolunteerAmbulanceCorps
Context triple: [Allendale, New Jersey, hasVolunteerAmbulanceCorps, Allendale Volunteer Ambulance Corps]
  • A. hasVolunteerRescueSquad chosen
    Indicates that an entity is served or supported by a volunteer-based rescue or emergency response squad.
  • B. hasMedicalCorps
    Indicates that an entity possesses, maintains, or is associated with an organized medical corps or medical service unit.
  • C. hasVolunteerBase
    Indicates that an entity maintains or relies on a group of volunteers as a foundational support resource.
  • D. hasVolunteerProgram
    Indicates that an organization or entity offers an organized program through which individuals can volunteer their time or services.
  • E. volunteeredFor
    Indicates that an entity willingly offered their time or services to support or participate in an activity, cause, or organization.
  • F. None of above.

Provenance (6 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_69ca82f2dbe48190aba982e75a0d94de completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb8074e4588190b394d1622adca2cb completed March 31, 2026, 8:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde7c747b48190b1979b4eaf281df5 completed April 2, 2026, 3:51 a.m.
NEDg Description generation batch_69cdebf81adc81908feb7b19b5b151c3 completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cdecc83e408190b9ba1dc8acf5081b completed April 2, 2026, 4:12 a.m.
PD Predicate disambiguation batch_69cb70ca25548190b0f90c5384e3fb3c completed March 31, 2026, 6:59 a.m.
Created at: March 30, 2026, 6 p.m.