Triple

T17136547
Position Surface form Disambiguated ID Type / Status
Subject Borough of Rockwood E415851 entity
Predicate hasFireProtection P15826 FINISHED
Object Rockwood Volunteer Fire Department
Rockwood Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving the Borough of Rockwood.
 E1252520 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: Rockwood Volunteer Fire Department | Statement: [Borough of Rockwood, hasFireProtection, Rockwood Volunteer Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rockwood Volunteer Fire Department
Context triple: [Borough of Rockwood, hasFireProtection, Rockwood Volunteer Fire Department]
  • A. Red Oak Fire Rescue
    Red Oak Fire Rescue is the municipal fire and emergency medical services department serving the community of Red Oak, Texas.
  • B. 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.
  • 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. Riesel Volunteer Fire Department
    Riesel Volunteer Fire Department is a community-based emergency response organization providing fire protection and related services to the residents of Riesel, Texas.
  • E. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • 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: Rockwood Volunteer Fire Department
Triple: [Borough of Rockwood, hasFireProtection, Rockwood Volunteer Fire Department]
Generated description
Rockwood Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving the Borough of Rockwood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rockwood Volunteer Fire Department
Target entity description: Rockwood Volunteer Fire Department is a community-based, volunteer-run fire and emergency services organization serving the Borough of Rockwood.
  • A. Red Oak Fire Rescue
    Red Oak Fire Rescue is the municipal fire and emergency medical services department serving the community of Red Oak, Texas.
  • B. 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.
  • 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. Riesel Volunteer Fire Department
    Riesel Volunteer Fire Department is a community-based emergency response organization providing fire protection and related services to the residents of Riesel, Texas.
  • E. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • 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_69d886d15af4819092f92f8a129763e6 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f2cf1c588190986167adcf4851b5 completed April 18, 2026, 9:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a014150d63081908a5614f85694e57a completed May 11, 2026, 2:39 a.m.
NEDg Description generation batch_6a0141e96e4481908bfdf7a1eb4ac979 completed May 11, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_6a01428ca86881909b18bcfc1c223f22 completed May 11, 2026, 2:44 a.m.
Created at: April 10, 2026, 5:36 a.m.