Triple

T3606817
Position Surface form Disambiguated ID Type / Status
Subject Johnston, Rhode Island E76391 entity
Predicate hasPublicFacility P12416 FINISHED
Object Johnston Fire Department
The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
 E372694 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: Johnston Fire Department | Statement: [Johnston, Rhode Island, hasPublicFacility, Johnston Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Johnston Fire Department
Context triple: [Johnston, Rhode Island, hasPublicFacility, Johnston Fire Department]
  • A. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • B. Piedmont Fire Department
    The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
  • C. Sanger Fire Department
    The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
  • D. 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.
  • E. Old Town Fire Department
    Old Town Fire Department is the municipal fire and emergency response agency serving the community of Old Town, Maine.
  • 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: Johnston Fire Department
Triple: [Johnston, Rhode Island, hasPublicFacility, Johnston Fire Department]
Generated description
The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Johnston Fire Department
Target entity description: The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
  • A. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • B. Piedmont Fire Department
    The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
  • C. Sanger Fire Department
    The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
  • D. 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.
  • E. Old Town Fire Department
    Old Town Fire Department is the municipal fire and emergency response agency serving the community of Old Town, Maine.
  • 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_69ad85da0ba481908b3b48c69efe2b98 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc1e33cfc8190afc716b19480fbce completed March 8, 2026, 6:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4330bc9f081909a5c1e6da885cfc5 completed March 13, 2026, 3:53 p.m.
NEDg Description generation batch_69b4364e9f848190ab1e5e03c43dfae4 completed March 13, 2026, 4:07 p.m.
NED2 Entity disambiguation (via description) batch_69b4367bec908190b0c6dc844af5e366 completed March 13, 2026, 4:08 p.m.
Created at: March 8, 2026, 3:22 p.m.