Triple

T20428919
Position Surface form Disambiguated ID Type / Status
Subject Leonia, New Jersey E501075 entity
Predicate hasEmergencyService P464 FINISHED
Object Leonia Volunteer Fire Department
The Leonia Volunteer Fire Department is a community-based, volunteer firefighting and emergency response organization serving the borough of Leonia, New Jersey.
 E1428830 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: Leonia Volunteer Fire Department | Statement: [Leonia, New Jersey, hasEmergencyService, Leonia Volunteer Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Leonia Volunteer Fire Department
Context triple: [Leonia, New Jersey, hasEmergencyService, Leonia Volunteer Fire Department]
  • A. Melissa Fire Department
    Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, Texas.
  • B. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
  • C. Joshua Fire Department
    Joshua Fire Department is the municipal fire and emergency services agency serving the community of Joshua, Texas.
  • D. St. Leonard Volunteer Fire Department
    The St. Leonard Volunteer Fire Department is a community-based, volunteer-run fire and emergency rescue organization serving the St. Leonard area of Calvert County, Maryland.
  • E. Dennis Fire Department
    The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
  • 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: Leonia Volunteer Fire Department
Triple: [Leonia, New Jersey, hasEmergencyService, Leonia Volunteer Fire Department]
Generated description
The Leonia Volunteer Fire Department is a community-based, volunteer firefighting and emergency response organization serving the borough of Leonia, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Leonia Volunteer Fire Department
Target entity description: The Leonia Volunteer Fire Department is a community-based, volunteer firefighting and emergency response organization serving the borough of Leonia, New Jersey.
  • A. Melissa Fire Department
    Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, Texas.
  • B. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
  • C. Joshua Fire Department
    Joshua Fire Department is the municipal fire and emergency services agency serving the community of Joshua, Texas.
  • D. St. Leonard Volunteer Fire Department
    The St. Leonard Volunteer Fire Department is a community-based, volunteer-run fire and emergency rescue organization serving the St. Leonard area of Calvert County, Maryland.
  • E. Dennis Fire Department
    The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
  • 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_69e0b4aa68fc8190b1a14c55575ef04a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67baa91b881909dfd68ccca25063c completed April 20, 2026, 7:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087b308d688190aa6522b3c11dc2a7 completed May 16, 2026, 2:12 p.m.
NEDg Description generation batch_6a088018d0248190aaf95779c3ceb296 completed May 16, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_6a0880934c4c81908dfeee92cfcd6f8e completed May 16, 2026, 2:34 p.m.
Created at: April 16, 2026, 11:31 a.m.