Triple

T11381875
Position Surface form Disambiguated ID Type / Status
Subject Colchester, Vermont E269611 entity
Predicate hasPublicService P6352 FINISHED
Object Colchester Fire Department
The Colchester Fire Department is the municipal fire and emergency response agency serving the town of Colchester, Vermont.
 E922418 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: Colchester Fire Department | Statement: [Colchester, Vermont, hasPublicService, Colchester Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Colchester Fire Department
Context triple: [Colchester, Vermont, hasPublicService, Colchester Fire Department]
  • A. Chelmsford Fire Department
    The Chelmsford Fire Department is the municipal agency responsible for fire suppression, emergency medical response, and related public safety services in the town of Chelmsford, Massachusetts.
  • B. Plaistow Fire Department
    The Plaistow Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the town of Plaistow, New Hampshire.
  • C. Londonderry Fire Department
    The Londonderry Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the town of Londonderry, New Hampshire.
  • D. Hampden Fire Department
    The Hampden Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Hampden, Maine.
  • E. Pembroke Fire Department
    Pembroke Fire Department is the municipal fire and emergency response agency serving the town of Pembroke, New Hampshire.
  • 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: Colchester Fire Department
Triple: [Colchester, Vermont, hasPublicService, Colchester Fire Department]
Generated description
The Colchester Fire Department is the municipal fire and emergency response agency serving the town of Colchester, Vermont.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Colchester Fire Department
Target entity description: The Colchester Fire Department is the municipal fire and emergency response agency serving the town of Colchester, Vermont.
  • A. Chelmsford Fire Department
    The Chelmsford Fire Department is the municipal agency responsible for fire suppression, emergency medical response, and related public safety services in the town of Chelmsford, Massachusetts.
  • B. Plaistow Fire Department
    The Plaistow Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the town of Plaistow, New Hampshire.
  • C. Londonderry Fire Department
    The Londonderry Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the town of Londonderry, New Hampshire.
  • D. Hampden Fire Department
    The Hampden Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Hampden, Maine.
  • E. Pembroke Fire Department
    Pembroke Fire Department is the municipal fire and emergency response agency serving the town of Pembroke, New Hampshire.
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7fc331f188190a7f69f1aae53fb6b completed April 9, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69e556a99c8c8190b7439a548216e648 completed April 19, 2026, 10:26 p.m.
NEDg Description generation batch_69e562c8fb948190be87cca65c3b74e1 completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56aaa5c9081909f89cfe6a8fc03f0 completed April 19, 2026, 11:52 p.m.
Created at: April 8, 2026, 9:34 p.m.