Triple

T23223414
Position Surface form Disambiguated ID Type / Status
Subject Edgewood, Pennsylvania E580954 entity
Predicate hasPublicService P6352 FINISHED
Object Edgewood Volunteer Fire Department
The Edgewood Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Edgewood, Pennsylvania.
 E1572738 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: Edgewood Volunteer Fire Department | Statement: [Edgewood, Pennsylvania, hasPublicService, Edgewood Volunteer Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Edgewood Volunteer Fire Department
Context triple: [Edgewood, Pennsylvania, hasPublicService, Edgewood Volunteer Fire Department]
  • A. Rockwood Volunteer Fire Department
    Rockwood Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving the Borough of Rockwood.
  • B. Garwood Fire Department
    The Garwood Fire Department is the municipal fire and emergency response agency serving the borough of Garwood, New Jersey.
  • C. Forest Park Fire Department
    The Forest Park Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions for the community of Forest Park.
  • D. Westwood Fire Department
    The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
  • E. Elwood City Fire Department
    Elwood City Fire Department is a fictional emergency services organization featured in the children's animated television series "Arthur," serving the show's primary setting of Elwood City.
  • 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: Edgewood Volunteer Fire Department
Triple: [Edgewood, Pennsylvania, hasPublicService, Edgewood Volunteer Fire Department]
Generated description
The Edgewood Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Edgewood, Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Edgewood Volunteer Fire Department
Target entity description: The Edgewood Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Edgewood, Pennsylvania.
  • A. Rockwood Volunteer Fire Department
    Rockwood Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving the Borough of Rockwood.
  • B. Garwood Fire Department
    The Garwood Fire Department is the municipal fire and emergency response agency serving the borough of Garwood, New Jersey.
  • C. Forest Park Fire Department
    The Forest Park Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions for the community of Forest Park.
  • D. Westwood Fire Department
    The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
  • E. Elwood City Fire Department
    Elwood City Fire Department is a fictional emergency services organization featured in the children's animated television series "Arthur," serving the show's primary setting of Elwood City.
  • 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_69e246043c48819089bae72c9a9c306c completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f1922b4a348190ae570a869e30059f completed April 29, 2026, 5:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30ce65b48190a621f67a75b84fea completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c31b2a8cc81908bc31ce4bdccdd71 completed May 19, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_6a0c3245c9808190ab5212a14aa2e42e completed May 19, 2026, 9:49 a.m.
Created at: April 17, 2026, 4:08 p.m.