Triple

T2444570
Position Surface form Disambiguated ID Type / Status
Subject Broad Channel E53359 entity
Predicate fireService P3910 FINISHED
Object Broad Channel Volunteer Fire Department
Broad Channel Volunteer Fire Department is a community-based volunteer fire and emergency services organization serving the Broad Channel neighborhood in Queens, New York City.
 E267057 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: Broad Channel Volunteer Fire Department | Statement: [Broad Channel, fireService, Broad Channel Volunteer Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Broad Channel Volunteer Fire Department
Context triple: [Broad Channel, fireService, Broad Channel Volunteer Fire Department]
  • A. Bourne Fire Department
    The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
  • B. Newton Fire Department
    Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
  • C. Vails Gate Fire Department
    Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
  • D. Upland Borough Fire Department
    The Upland Borough Fire Department is the local fire and emergency response agency serving the community of Upland in Delaware County, Pennsylvania.
  • E. Union Fire Company
    Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
  • 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: Broad Channel Volunteer Fire Department
Triple: [Broad Channel, fireService, Broad Channel Volunteer Fire Department]
Generated description
Broad Channel Volunteer Fire Department is a community-based volunteer fire and emergency services organization serving the Broad Channel neighborhood in Queens, New York City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Broad Channel Volunteer Fire Department
Target entity description: Broad Channel Volunteer Fire Department is a community-based volunteer fire and emergency services organization serving the Broad Channel neighborhood in Queens, New York City.
  • A. Bourne Fire Department
    The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
  • B. Newton Fire Department
    Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
  • C. Vails Gate Fire Department
    Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
  • D. Upland Borough Fire Department
    The Upland Borough Fire Department is the local fire and emergency response agency serving the community of Upland in Delaware County, Pennsylvania.
  • E. Union Fire Company
    Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
  • 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_69ab495b6dac8190ac82661aa1452222 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abca23ebe8819099a579a07c1bb708 completed March 7, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0baa6448190a4046a039168b8fe completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef58eff2c81909cbf3346705940a3 completed March 9, 2026, 4:30 p.m.
NED2 Entity disambiguation (via description) batch_69aef656ae0c81908753cc5a8b5fe704 completed March 9, 2026, 4:33 p.m.
Created at: March 6, 2026, 9:43 p.m.