Triple

T12812225
Position Surface form Disambiguated ID Type / Status
Subject Madison, New Jersey E306298 entity
Predicate hasEmergencyService P464 FINISHED
Object 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.
E1005531 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: Madison Volunteer Ambulance Corps | Statement: [Madison, New Jersey, hasEmergencyService, Madison Volunteer Ambulance Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madison Volunteer Ambulance Corps
Context triple: [Madison, New Jersey, hasEmergencyService, Madison Volunteer Ambulance Corps]
  • A. 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.
  • B. 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.
  • 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. Lincoln Park First Aid Squad
    Lincoln Park First Aid Squad is a volunteer emergency medical services organization that provides pre-hospital care and ambulance transport to residents of Lincoln Park, New Jersey.
  • E. Perinton Ambulance
    Perinton Ambulance is a community-based emergency medical services provider serving residents in and around Fairport, 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: Madison Volunteer Ambulance Corps
Triple: [Madison, New Jersey, hasEmergencyService, Madison Volunteer Ambulance Corps]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madison Volunteer Ambulance Corps
Target entity description: 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.
  • A. 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.
  • B. 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.
  • 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. Lincoln Park First Aid Squad
    Lincoln Park First Aid Squad is a volunteer emergency medical services organization that provides pre-hospital care and ambulance transport to residents of Lincoln Park, New Jersey.
  • E. Perinton Ambulance
    Perinton Ambulance is a community-based emergency medical services provider serving residents in and around Fairport, 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_69d7bdf46c448190b1faa55aaacb6317 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e9adcf08190a12801adcc613477 completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68eca9b448190a819b3807fdbc3f8 completed May 2, 2026, 11:54 p.m.
NEDg Description generation batch_69f69277d3d88190abce800c01a8026c completed May 3, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69f6938150608190a61206cefa3eca1e completed May 3, 2026, 12:14 a.m.
Created at: April 9, 2026, 5:31 p.m.